{"id":15040,"date":"2026-10-08T21:24:36","date_gmt":"2026-10-08T12:24:36","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/utm-naming-rule-check\/"},"modified":"2026-10-08T21:24:36","modified_gmt":"2026-10-08T12:24:36","slug":"utm-naming-rule-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/utm-naming-rule-check\/","title":{"rendered":"\u5e83\u544a\u30fb\u30e1\u30fc\u30eb\u914d\u4fe1\u306eURL\u306b\u4ed8\u3051\u308bUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u547d\u540d\u898f\u5247\u3068\u7167\u3089\u3057\u3001\u8868\u8a18\u3086\u308c\u30fb\u629c\u3051\u30fb\u5a92\u4f53\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u5165\u7a3f\u524d\u306b\u6307\u6458\u3057\u3066\u76f4\u3057\u65b9\u3092\u793a\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5e83\u544a\u3084\u30e1\u30fc\u30eb\u914d\u4fe1\u306e\u5165\u7a3f\u306e\u524d\u306b\u3001URL\u306b\u4ed8\u3051\u305fUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u793e\u5185\u306e\u547d\u540d\u898f\u5247\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u898f\u5247\u306b\u5408\u3046\u304b\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5224\u5b9a\u3057\u3001\u5408\u308f\u306a\u3044\u5024\u306b\u3064\u3044\u3066 AI \u304c\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u66f8\u304d\u307e\u3059\u3002\u904b\u7528\u62c5\u5f53\u304c1\u672c\u305a\u3064\u76ee\u3067\u78ba\u304b\u3081\u308b\u6642\u9593\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1123","platform_main":"Google Apps Script","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u904b\u7528\u62c5\u5f53\u304c\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300cUTM \u3092\u70b9\u691c\u300d\u3092\u9078\u3093\u3060\u3068\u304d\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** `onOpen` \u306e\u95a2\u6570\u3067 `SpreadsheetApp.getUi().createMenu()` \u3092\u4f7f\u3044\u3001\u30e1\u30cb\u30e5\u30fc\u306e\u9805\u76ee\u306b\u70b9\u691c\u306e\u95a2\u6570\u3092\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002**\u9078\u3093\u3060\u884c\u3060\u3051\u3092\u70b9\u691c\u3059\u308b\u9805\u76ee\u3068\u3001\u30b7\u30fc\u30c8\u306e\u672a\u70b9\u691c\u306e\u884c\u3092\u3059\u3079\u3066\u70b9\u691c\u3059\u308b\u9805\u76ee**\u306e2\u3064\u3092\u7f6e\u304d\u307e\u3059\u3002\n\n**\u6642\u9593\u4e3b\u5c0e\u578b\u306e\u30c8\u30ea\u30ac\u30fc\u3067\u81ea\u52d5\u306b\u56de\u3055\u306a\u3044\u306e\u306f\u3001\u8cbc\u308a\u4ed8\u3051\u306e\u9014\u4e2d\u3067\u52d5\u304f\u306e\u3092\u907f\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u5165\u7a3f\u8868\u306e\u884c\u3092\u4f55\u56de\u304b\u306b\u5206\u3051\u3066\u8cbc\u308b\u904b\u7528\u62c5\u5f53\u3082\u3044\u3066\u3001**\u9014\u4e2d\u3067\u70b9\u691c\u3055\u308c\u308b\u3068\u3001\u307e\u3060\u8cbc\u3063\u3066\u3044\u306a\u3044\u884c\u306e\u5206\u3060\u3051\u300c\u6848\u4ef6\u306eURL\u304c\u8db3\u308a\u306a\u3044\u300d\u3088\u3046\u306a\u7d50\u679c\u304c\u51fa\u307e\u3059\u3002** \u904b\u7528\u62c5\u5f53\u304c\u300c\u8cbc\u308a\u7d42\u3048\u305f\u300d\u3068\u8a00\u3048\u308b\u64cd\u4f5c\u3092\u304d\u3063\u304b\u3051\u306b\u3057\u307e\u3059\u3002\n\n**1\u56de\u306e\u5b9f\u884c\u306f6\u5206\u307e\u3067\u3067\u3059\u3002** \u516c\u5f0f\u306e\u5272\u308a\u5f53\u3066\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e1\u56de\u306e\u5b9f\u884c\u6642\u9593\u306f**6\u5206**\u3067\u3059\u30021\u4ef6\u306e\u5165\u7a3f\u8868\u306e20\u672c\u307b\u3069\u306a\u30891\u56de\u3067\u7d42\u308f\u308a\u307e\u3059\u304c\u3001**\u30b7\u30fc\u30c8\u306e\u3059\u3079\u3066\u306e\u672a\u70b9\u691c\u306e\u884c\u3092\u70b9\u691c\u3059\u308b\u9805\u76ee\u3067\u306f\u30011\u56de\u3042\u305f\u308a\u306e\u884c\u6570\u306b\u4e0a\u9650\u3092\u7f6e\u304d\u3001\u6b8b\u308a\u306f\u300c\u672a\u70b9\u691c\u300d\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u7a3f\u306e\u884c | \u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u3001\u5e83\u544a\u4e3b\u3001\u5a92\u4f53\u3001\u914d\u4fe1\u306e\u7a2e\u985e\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID\u3001\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u3001**URL** | \u5165\u7a3f\u306e\u30b7\u30fc\u30c8\uff08\u904b\u7528\u62c5\u5f53\u304c\u8cbc\u308b\uff09 |\n| \u547d\u540d\u898f\u5247 | \u30d1\u30e9\u30e1\u30fc\u30bf\u3054\u3068\u306e\u5fc5\u9808\u30fb\u4efb\u610f\u3001\u4f7f\u3063\u3066\u3088\u3044\u5024\u306e\u4e00\u89a7\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u5f62\uff08\u6b63\u898f\u8868\u73fe\uff09\u3001\u6587\u5b57\u306e\u7a2e\u985e | \u547d\u540d\u898f\u5247\u306e\u30b7\u30fc\u30c8 |\n| \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868 | \u5165\u7a3f\u8868\u306e\u5a92\u4f53\u306e\u66f8\u304d\u65b9\uff08\u300cInstagram\u5e83\u544a\u300d\u300c\u30a4\u30f3\u30b9\u30bf\u300d\u306a\u3069\uff09\u3068\u3001\u4f7f\u3046\u3079\u304d `utm_source`\u30fb`utm_medium` \u306e\u7d44 | \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u306e\u30b7\u30fc\u30c8 |\n| \u5e83\u544a\u4e3b\u306e\u7565\u79f0\u306e\u4e00\u89a7 | \u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u306e\u5e83\u544a\u4e3b\u306e\u90e8\u5206\u3068\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u3067\u4f7f\u3046\u7565\u79f0 | \u5e83\u544a\u4e3b\u306e\u4e00\u89a7\u306e\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u5165\u7a3f\u8868\u306e\u5a92\u4f53\u306e\u5217\u306f\u904b\u7528\u62c5\u5f53\u304c\u81ea\u7531\u306b\u66f8\u304f\u306e\u3067\u3001\u300cInstagram\u5e83\u544a\u300d\u300c\u30a4\u30f3\u30b9\u30bf\u300d\u300cIG\u300d\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\u5bfe\u5fdc\u8868\u306b\u3053\u308c\u3089\u3092\u4e26\u3079\u3001\u305d\u308c\u305e\u308c\u306b\u4f7f\u3046\u3079\u304d `utm_source` \u3068 `utm_medium` \u3092\u66f8\u3044\u3066\u304a\u3051\u3070\u3001\u98df\u3044\u9055\u3044\u306e\u591a\u304f\u306f\u898f\u5247\u3067\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002** AI \u306b\u56de\u308b\u306e\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u66f8\u304d\u65b9\u306e\u884c\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u547d\u540d\u898f\u5247\u3092\u5171\u6709\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u30b7\u30fc\u30c8\u306b\u79fb\u3059\u4f5c\u696d\u304c\u3001\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002** \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6587\u7ae0\u3067\u66f8\u304b\u308c\u305f\u898f\u5247\u3092\u3001**\u30d1\u30e9\u30e1\u30fc\u30bf\u3054\u3068\u306e\u884c\u3068\u3001\u5024\u306e\u4e00\u89a7\u3068\u3001\u6b63\u898f\u8868\u73fe**\u306b\u76f4\u3057\u307e\u3059\u3002\u3053\u306e\u4f5c\u696d\u3067\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u898f\u5247\u304c\u66d6\u6627\u3060\u3063\u305f\u3068\u3053\u308d\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002\n\n**Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30d8\u30eb\u30d7\u3067\u306f\u3001URL\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4ed8\u3051\u308b\u3068\u304d\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u5834\u5408\u3082 `utm_source`\u30fb`utm_medium`\u30fb`utm_campaign` \u3092\u4f7f\u3046\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u547d\u540d\u898f\u5247\u306e\u30b7\u30fc\u30c8\u3067\u3082\u3001\u3053\u306e3\u3064\u3092\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002\u30d8\u30eb\u30d7\u3067\u306f\u3001\u95a2\u9023\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\uff08`utm_id`\u3001`utm_source_platform` \u306a\u3069\uff09\u3082\u3042\u308f\u305b\u3066\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u5f37\u304f\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u3053\u307e\u3067\u3092\u5fc5\u9808\u306b\u3059\u308b\u304b\u306f\u3001\u793e\u5185\u306e\u8a08\u6e2c\u306e\u8a2d\u8a08\u3067\u6c7a\u3081\u307e\u3059\u3002**","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u70b9\u691c\u3059\u308b\u884c | \u5165\u7a3f\u306e\u30b7\u30fc\u30c8 | \u9078\u3093\u3060\u7bc4\u56f2\u304b\u3001\u5224\u5b9a\u306e\u5217\u304c\u7a7a\u306e\u884c\u3092\u8aad\u3080 |\n| \u547d\u540d\u898f\u5247\u30fb\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u30fb\u5e83\u544a\u4e3b\u306e\u4e00\u89a7 | \u5404\u30b7\u30fc\u30c8 | \u5b9f\u884c\u306e\u6700\u521d\u306b\u4e00\u5ea6\u306b\u8aad\u3080 |\n\n**URL\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u90e8\u5206\u306b\u5206\u3051\u307e\u3059\u3002** `?` \u3088\u308a\u524d\u3092\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u3001`?` \u3068 `#` \u306e\u3042\u3044\u3060\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u3001`#` \u3088\u308a\u5f8c\u3092\u6b8b\u308a\u3068\u3057\u3066\u5206\u3051\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u3092 `&` \u3068 `=` \u3067\u540d\u524d\u3068\u5024\u306b\u5206\u3051\u307e\u3059\u3002**\u5024\u306f\u30d1\u30fc\u30bb\u30f3\u30c8\u30a8\u30f3\u30b3\u30fc\u30c9\u3092\u623b\u3057\u3066\u304b\u3089\u5224\u5b9a\u3057\u3001\u7d44\u307f\u7acb\u3066\u308b\u3068\u304d\u306b\u3082\u3046\u4e00\u5ea6\u30a8\u30f3\u30b3\u30fc\u30c9\u3057\u307e\u3059\u3002**\n\n1\u884c\u3054\u3068\u306e\u51e6\u7406\u306f\u3001\u6b21\u306e\u9806\u3067\u884c\u3044\u307e\u3059\u3002\n\n```\n1. URL\u3092\u3001\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u30fb\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb# \u4ee5\u964d\u306b\u5206\u3051\u308b\n2. \u540c\u3058\u540d\u524d\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c2\u56de\u51fa\u3066\u3044\u306a\u3044\u304b\u3001? \u304c2\u3064\u306a\u3044\u304b\u3092\u898b\u308b\n3. \u5fc5\u9808\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6709\u7121\u3092\u898b\u308b\n4. \u5024\u3054\u3068\u306b\u3001\u6587\u5b57\u306e\u7a2e\u985e\uff08\u5c0f\u6587\u5b57\u30fb\u6570\u5b57\u30fb- \u3068 _ \u3060\u3051\u304b\u3001\u5168\u89d2\u30fb\u7a7a\u767d\u304c\u7121\u3044\u304b\uff09\u3092\u898b\u308b\n5. utm_source\u30fbutm_medium \u304c\u4e00\u89a7\u306b\u3042\u308b\u304b\u3001utm_campaign \u304c\u6c7a\u307e\u3063\u305f\u5f62\u304b\u3092\u898b\u308b\n6. \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u5a92\u4f53\u306e\u5217\u3068 utm_source\u30fbutm_medium \u306e\u7d44\u304c\u5408\u3046\u304b\u3092\u898b\u308b\n7. \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u5e83\u544a\u4e3b\u306e\u90e8\u5206\u3068\u3001\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u306e\u5e83\u544a\u4e3b\u304c\u5408\u3046\u304b\u3092\u898b\u308b\n8. utm_content \u3068\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID \u304c\u5408\u3046\u304b\u3092\u898b\u308b\n9. 1\u301c8 \u3067\u898f\u5247\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u5024\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5a92\u4f53\u306e\u884c\u3092\u3001AI \u306b\u6e21\u3059\u4e00\u89a7\u306b\u3059\u308b\n```\n\n**1\u56de\u306e\u547c\u3073\u51fa\u3057\u306b\u3001\u5165\u7a3f\u88681\u4ef6\u5206\u306e\u884c\u3092\u307e\u3068\u3081\u3066\u6e21\u3057\u307e\u3059\u3002** 1\u672c\u305a\u3064\u547c\u3076\u3068\u3001\u540c\u3058\u5165\u7a3f\u8868\u306e\u4e2d\u3067\u540c\u3058\u8aa4\u308a\u306b\u5225\u3005\u306e\u76f4\u3057\u65b9\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u307e\u3068\u3081\u3066\u6e21\u3059\u3068\u3001\u540c\u3058\u8aa4\u308a\u306b\u306f\u540c\u3058\u6848\u304c\u8fd4\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**OpenAI \u306e API \u306f UrlFetchApp \u3067\u547c\u3073\u307e\u3059\u3002** API \u30ad\u30fc\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u306e\u5272\u308a\u5f53\u3066\u3067\u306f\u3001URL Fetch \u306e\u547c\u3073\u51fa\u3057\u306f**\u4e00\u822c\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u65e52\u4e07\u56de\u3001Google Workspace \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u65e510\u4e07\u56de**\u3067\u3001\u6708100\u4ef6\u306e\u5165\u7a3f\u8868\u306b\u306f\u5341\u5206\u3067\u3059\u3002","preprocessing":"1. **\u898f\u5247\u306b\u5408\u3046\u884c\u306f\u6e21\u3055\u306a\u3044** \u2026 1\u301c8 \u3092\u3059\u3079\u3066\u901a\u3063\u305f\u884c\u306f\u3001AI \u3092\u547c\u3070\u305a\u306b\u300c\u9069\u5408\u300d\u3068\u66f8\u304d\u307e\u3059\n2. **\u5024\u306e\u524d\u5f8c\u306e\u7a7a\u767d\u3092\u8a18\u9332\u3059\u308b** \u2026 \u7a7a\u767d\u306f\u6d88\u3055\u305a\u306b\u300c\u7a7a\u767d\u3042\u308a\u300d\u3068\u3057\u3066\u5224\u5b9a\u306b\u6b8b\u3057\u307e\u3059\u3002**\u9ed9\u3063\u3066\u6d88\u3059\u3068\u3001\u5165\u7a3f\u8868\u306e\u5143\u306e\u5024\u306e\u8aa4\u308a\u304c\u6b8b\u3063\u305f\u307e\u307e\u306b\u306a\u308a\u307e\u3059**\n3. **\u898f\u5247\u306e\u4e00\u89a7\u3092\u7d5e\u3063\u3066\u6e21\u3059** \u2026 \u305d\u306e\u884c\u306e\u914d\u4fe1\u306e\u7a2e\u985e\u3067\u4f7f\u3048\u308b\u5024\u306e\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\n4. **\u5e83\u544a\u4e3b\u306e\u7565\u79f0\u3092\u6dfb\u3048\u308b** \u2026 \u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u304b\u3089\u5f15\u3044\u305f\u7565\u79f0\u3092\u6e21\u3057\u307e\u3059\n5. **\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306f\u6e21\u3059\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u516c\u958b\u524d\u306e\u7279\u8a2d\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306f\u3001\u30d1\u30b9\u306e\u90e8\u5206\u3092\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3066\u6e21\u305b\u307e\u3059\uff08\u7b2c13\u7ae0\uff09\n\n**1\u756a\u76ee\u3067\u6e21\u3055\u306a\u3044\u884c\u304c\u3001\u547c\u3073\u51fa\u3057\u306e\u91cf\u3092\u6c7a\u3081\u307e\u3059\u3002** \u898f\u5247\u306b\u6163\u308c\u305f\u904b\u7528\u62c5\u5f53\u306e\u5165\u7a3f\u8868\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u884c\u304c\u898f\u5247\u3067\u901a\u308a\u307e\u3059\u3002**AI \u304c\u898b\u308b\u306e\u306f\u3001\u8aa4\u308a\u306e\u3042\u308b\u884c\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u66f8\u304d\u65b9\u306e\u884c\u3060\u3051\u3067\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u898f\u5247\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u5024\u306b\u3064\u3044\u3066\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u66f8\u304f\u3053\u3068\u3068\u3001\u898f\u5247\u3067\u306f\u6c7a\u3081\u304d\u308c\u306a\u3044\u98df\u3044\u9055\u3044\u3092\u6307\u6458\u3059\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u4f8b |\n|:--|:--|:--|\n| \u8868\u8a18\u306e\u76f4\u3057 | \u4e00\u89a7\u306b\u3042\u308b\u5024\u306e\u3046\u3061\u3001\u610f\u56f3\u3057\u3066\u3044\u308b\u3068\u8aad\u3081\u308b\u3082\u306e\u3092\u6848\u306b\u3059\u308b | `Facebook` \u2192 `meta`\uff08\u5bfe\u5fdc\u8868\u3067 Facebook \u5e83\u544a\u306f `meta`\uff09 |\n| \u5f62\u306e\u76f4\u3057 | \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u3092\u6c7a\u307e\u3063\u305f\u5f62\u306b\u7d44\u307f\u76f4\u3059\u6848 | `AW_Sale_brandx` \u2192 `202610_brandx_aw-sale` |\n| \u5a92\u4f53\u306e\u8aad\u307f\u53d6\u308a | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5a92\u4f53\u306e\u66f8\u304d\u65b9\u304b\u3089\u3001\u3069\u306e\u5a92\u4f53\u304b\u3092\u8aad\u3080 | \u300c\u30a4\u30f3\u30b9\u30bf\u30b9\u30c8\u30fc\u30ea\u30fc\u30ba\u300d\u2192 Instagram \u306e\u5e83\u544a |\n| \u98df\u3044\u9055\u3044\u306e\u6307\u6458 | \u914d\u4fe1\u306e\u7a2e\u985e\u3068 `utm_medium`\u3001\u6848\u4ef6\u3068\u5e83\u544a\u4e3b\u306e\u90e8\u5206\u306a\u3069\u306e\u98df\u3044\u9055\u3044 | \u914d\u4fe1\u306e\u7a2e\u985e\u304c\u30e1\u30fc\u30eb\u306a\u306e\u306b `cpc` |\n| \u5224\u65ad\u3067\u304d\u306a\u3044 | \u6848\u304c1\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e | \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u3067\u3001`utm_source` \u3082\u4e00\u89a7\u306b\u7121\u3044 |\n\n**\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u7d44\u307f\u76f4\u3057\u3067\u306f\u3001\u5e74\u6708\u3092\u52dd\u624b\u306b\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002** \u5e74\u6708\u306f\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u304b\u3089\u6c7a\u307e\u308b\u306e\u3067\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u958b\u59cb\u65e5\u304b\u3089\u51fa\u3057\u305f\u5e74\u6708\u3092\u6e21\u3057\u3001AI \u306b\u306f\u305d\u308c\u3092\u4f7f\u308f\u305b\u307e\u3059\u3002** \u65bd\u7b56\u306e\u90e8\u5206\u306f\u3001\u5143\u306e\u5024\u306e\u8a9e\u3092\u5c0f\u6587\u5b57\u306b\u3057\u3066\u30cf\u30a4\u30d5\u30f3\u3067\u3064\u306a\u3050\u3060\u3051\u306b\u3057\u3001**\u8a9e\u3092\u8db3\u3057\u305f\u308a\u8a00\u3044\u63db\u3048\u305f\u308a\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u898f\u5247\u306e\u4e00\u89a7\u306b\u7121\u3044\u5024\u3092\u4f5c\u308b | \u65b0\u3057\u3044\u8868\u8a18\u3086\u308c\u306e\u5143\u306b\u306a\u308b |\n| \u898f\u5247\u305d\u306e\u3082\u306e\u3092\u76f4\u3059\u63d0\u6848 | \u8a08\u6e2c\u306e\u8a2d\u8a08\u306e\u62c5\u5f53\u304c\u6c7a\u3081\u308b |\n| \u5165\u7a3f\u8868\u3084URL\u3092\u66f8\u304d\u63db\u3048\u308b | \u76f4\u3059\u306e\u306f\u904b\u7528\u62c5\u5f53 |\n| \u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u3092\u76f4\u3059 | \u70b9\u691c\u306e\u5bfe\u8c61\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u3060\u3051 |\n| \u914d\u4fe1\u306e\u958b\u59cb\u65e5\u304b\u3089\u5e74\u6708\u4ee5\u5916\u3092\u63a8\u3057\u91cf\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u8db3\u3055\u306a\u3044 |\n\n**1\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5b88\u308b\u3079\u304d\u3053\u3068\u3067\u3059\u3002** AI \u306f\u3001\u4e00\u89a7\u306b\u7121\u304f\u3066\u3082\u300c\u305d\u308c\u3089\u3057\u3044\u300d\u5024\u3092\u6848\u306b\u3057\u304c\u3061\u3067\u3059\u3002`instagram_story` \u306e\u3088\u3046\u306b\u3001**\u898f\u5247\u306e\u4e00\u89a7\u306b\u7121\u3044\u5024\u304c\u6848\u3068\u3057\u3066\u51fa\u308b\u3068\u3001\u305d\u308c\u3092\u63a1\u3063\u305f\u6642\u70b9\u3067\u8868\u8a18\u3086\u308c\u304c1\u3064\u5897\u3048\u307e\u3059\u3002** \u305d\u3053\u3067\u3001\u30b9\u30ad\u30fc\u30de\u306e `enum` \u3067 `utm_source` \u3068 `utm_medium` \u306e\u6848\u3092\u4e00\u89a7\u306e\u5024\u306b\u7e1b\u308a\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u30828\u756a\u76ee\u306e\u518d\u5224\u5b9a\u3092\u3057\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5e83\u544a\u4ee3\u7406\u5e97\u306e\u904b\u7528\u90e8\u3067\u3001\u5165\u7a3f\u524d\u306eURL\u306eUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6821\u6b63\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u898f\u5247\u3068\u5165\u7a3f\u306e\u884c\u306e\u60c5\u5831\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u76f4\u3057\u305f\u5024\u306e\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- issues \u306b\u6319\u304c\u3063\u3066\u3044\u308b\u5024\u3054\u3068\u306b\u3001\u76f4\u3057\u305f\u5024\u306e\u6848\uff08suggested\uff09\u3068\u7406\u7531\uff08reason\uff09\u3092\u66f8\u304f\n- utm_source\u30fbutm_medium \u306e\u6848\u306f\u3001\u6e21\u3055\u308c\u305f\u4e00\u89a7\u306e\u5024\u304b\u3089\u9078\u3076\n- utm_campaign \u306e\u6848\u306f\u300c{yyyymm}_{\u5e83\u544a\u4e3b\u306e\u7565\u79f0}_{\u65bd\u7b56}\u300d\u306e\u5f62\u306b\u3059\u308b\n  - yyyymm \u306f\u6e21\u3055\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\n  - \u65bd\u7b56\u306f\u5143\u306e\u5024\u306e\u8a9e\u3092\u5c0f\u6587\u5b57\u306b\u3057\u3001\u8a9e\u306e\u3042\u3044\u3060\u3092\u30cf\u30a4\u30d5\u30f3\u3067\u3064\u306a\u3050\u3002\u8a9e\u3092\u8db3\u3055\u306a\u3044\n- \u5165\u7a3f\u306e\u884c\u306e\u5a92\u4f53\u30fb\u914d\u4fe1\u306e\u7a2e\u985e\u3068\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u308c\u3070 mismatches \u306b\u66f8\u304f\n- \u6848\u304c1\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3068\u304d\u306f\u3001suggested \u3092\u7a7a\u306b\u3057\u3001needs_human \u3092 true \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u4e00\u89a7\u306b\u7121\u3044\u5024\u3092\u6848\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8fd1\u3044\u5024\u304c\u7121\u3051\u308c\u3070 needs_human \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u898f\u5247\u3092\u5909\u3048\u308b\u3079\u304d\u3060\u3068\u3044\u3046\u63d0\u6848\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306e\u90e8\u5206\u306b\u306f\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u3001\u307e\u305f\u306f\u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306b\u3001utm_source \u304b\u3089\u5a92\u4f53\u3092\u6c7a\u3081\u3064\u3051\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- reason \u306b\u306f\u3001\u3069\u306e\u898f\u5247\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u304b\u3001\u306a\u305c\u305d\u306e\u6848\u306b\u3057\u305f\u304b\u30921\u6587\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u547d\u540d\u898f\u5247\u3011{rules}\n\u3010\u3053\u306e\u884c\u3067\u4f7f\u3048\u308b\u5024\u306e\u4e00\u89a7\u3011{allowed_values}\n\u3010\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\uff08\u8a72\u5f53\u3057\u305d\u3046\u306a\u884c\uff09\u3011{media_map}\n\u3010\u5e83\u544a\u4e3b\u306e\u7565\u79f0\u3011{client_alias}\n\u3010\u70b9\u691c\u3059\u308b\u884c\u3011{rows_json}\n```\n\n**\u300c\u5a92\u4f53\u304b\u3089\u6c7a\u3081\u3064\u3051\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u9006\u5411\u304d\u306e\u63a8\u6e2c\u3092\u6b62\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u306e\u884c\u3067 `utm_source=line` \u3068\u3042\u308c\u3070\u3001AI \u306f\u300cLINE \u306e\u5e83\u544a\u300d\u3068\u8aad\u3093\u3067 `utm_medium` \u306e\u6848\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u5165\u7a3f\u8868\u306e\u307b\u3046\u304c\u8aa4\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u306e\u3067\u3001\u3053\u3053\u306f\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u300c\u8a9e\u3092\u8db3\u3055\u306a\u3044\u300d\u3082\u8981\u308a\u307e\u3059\u3002** `sale` \u3092 `autumn-sale` \u306b\u3059\u308b\u3088\u3046\u306a\u3001\u6c17\u306e\u5229\u3044\u305f\u76f4\u3057\u3092\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\u65bd\u7b56\u306e\u540d\u524d\u3092\u6c7a\u3081\u308b\u306e\u306f\u904b\u7528\u62c5\u5f53\u3067\u3001\u6821\u6b63\u306e\u5f79\u5272\u306f\u305d\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**","output_data":"**\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306e JSON \u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"rows\": [\n    { \"row_id\": \"\",\n      \"fixes\": [\n        { \"param\": \"utm_source | utm_medium | utm_campaign | utm_content | utm_term | utm_id\",\n          \"original\": \"\", \"suggested\": \"\", \"reason\": \"\" }\n      ],\n      \"mismatches\": [\n        { \"field\": \"\", \"detail\": \"\" }\n      ],\n      \"needs_human\": false }\n  ]\n}\n```\n\n\u30b9\u30ad\u30fc\u30de\u3067\u306f `param` \u3092 `enum` \u3067\u7e1b\u308a\u3001`suggested` \u306b `pattern` \u3067 `^[a-z0-9_-]*$` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u7a7a\u306e\u6587\u5b57\u5217\u3082\u8a31\u3059\u5f62\u306b\u3057\u3066\u3001\u6848\u304c\u7121\u3044\u3068\u304d\u306b\u7a7a\u3092\u8fd4\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u5fc5\u305a\u4ed8\u3051\u308b**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u308c\u306b\u5408\u308f\u305b\u307e\u3059\u3002\n\n**`row_id` \u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u4ed8\u3051\u305f\u884c\u306e\u756a\u53f7\u3092\u305d\u306e\u307e\u307e\u8fd4\u3055\u305b\u307e\u3059\u3002** \u6e21\u3057\u305f\u884c\u3068\u8fd4\u3063\u305f\u884c\u3092\u7a81\u304d\u5408\u308f\u305b\u3001**\u629c\u3051\u305f\u884c\u306f\u300c\u8981\u518d\u70b9\u691c\u300d\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u5fdc\u7b54\u304c `refusal` \u306e\u578b\u3067\u8fd4\u308b\u3053\u3068\u3084\u3001\u51fa\u529b\u306e\u4e0a\u9650\u3067\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u5834\u5408\u306f `status` \u304c `incomplete` \u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001**\u3069\u3061\u3089\u3082 JSON \u3068\u3057\u3066\u8aad\u3080\u524d\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u305f\u3068\u3048\u3070\u3001\u30e1\u30fc\u30eb\u306e\u914d\u4fe1\u306e\u884c\u3067\u6b21\u306e\u5024\u304c\u6765\u305f\u3068\u304d\u3001\u8fd4\u3063\u3066\u304f\u308b\u4e2d\u8eab\u306f\u3053\u3046\u306a\u308a\u307e\u3059\u3002**\n\n```\n\u3010\u5165\u7a3f\u306e\u884c\u3011\u5a92\u4f53\uff1a\u81ea\u793e\u30e1\u30eb\u30de\u30ac\uff0f\u914d\u4fe1\u306e\u7a2e\u985e\uff1a\u30e1\u30fc\u30eb\uff0f\u6848\u4ef6\uff1aBRX-2610-03\n  utm_source=Newsletter&utm_medium=cpc&utm_campaign=AW_Sale\n\u3010\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5224\u5b9a\u3011\n  utm_source\uff1a\u5927\u6587\u5b57\u3042\u308a\uff0futm_campaign\uff1a\u5f62\u304c\u5408\u308f\u306a\u3044\n  \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\uff1a\u81ea\u793e\u30e1\u30eb\u30de\u30ac \u2192 newsletter\u30fbemail\uff08utm_medium \u304c\u5408\u308f\u306a\u3044\uff09\n\u3010AI \u306e\u6848\u3011\n  utm_source   Newsletter \u2192 newsletter\uff08\u5927\u6587\u5b57\u3092\u5c0f\u6587\u5b57\u306b\u3002\u4e00\u89a7\u306e\u5024\uff09\n  utm_medium   cpc \u2192 email\uff08\u914d\u4fe1\u306e\u7a2e\u985e\u304c\u30e1\u30fc\u30eb\u3067\u3001\u5bfe\u5fdc\u8868\u306e\u7d44\u306f email\uff09\n  utm_campaign AW_Sale \u2192 202610_brx_aw-sale\uff08\u5e74\u6708\u3068\u7565\u79f0\u306f\u6e21\u3055\u308c\u305f\u5024\uff09\n```\n\n**3\u3064\u76ee\u306e\u6848\u306e `202610` \u3068 `brx` \u306f\u3001AI \u304c\u8003\u3048\u305f\u5024\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u3068\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u304b\u3089\u51fa\u3057\u3066\u6e21\u3057\u305f\u5024\u3092\u3001\u305d\u306e\u307e\u307e\u4f7f\u308f\u305b\u3066\u3044\u307e\u3059\u3002\n\n| \u53f3\u306e\u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u5224\u5b9a | \u9069\u5408\uff0f\u8981\u4fee\u6b63\uff0f\u8981\u78ba\u8a8d |\n| \u8aa4\u308a\u306e\u5185\u5bb9 | \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5224\u5b9a\u3068 AI \u306e `mismatches` |\n| \u76f4\u3057\u305f\u5024\u306e\u6848 | `fixes` \u306e `param` \u3068 `suggested` |\n| \u76f4\u3057\u305fURL | \u6848\u3092\u518d\u5224\u5b9a\u3057\u3066\u901a\u3063\u305f\u3068\u304d\u3060\u3051\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u7d44\u307f\u7acb\u3066\u305f\u3082\u306e |\n| \u7406\u7531 | `reason` |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5165\u7a3f\u306e\u30b7\u30fc\u30c8 | Apps Script\uff08\u8aad\u307f\u53d6\u308a\u30fb\u53f3\u306e\u5217\u3078\u306e\u66f8\u304d\u8fbc\u307f\uff09 | \u70b9\u691c\u3059\u308b\u884c\u3068\u3001\u70b9\u691c\u306e\u7d50\u679c |\n| \u547d\u540d\u898f\u5247\u30fb\u5bfe\u5fdc\u8868\u30fb\u5e83\u544a\u4e3b\u306e\u4e00\u89a7 | Apps Script\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u5224\u5b9a\u306e\u898f\u5247 |\n| OpenAI API | UrlFetchApp | \u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u98df\u3044\u9055\u3044\u306e\u6307\u6458 |\n| \u70b9\u691c\u306e\u8a18\u9332 | Apps Script\uff08\u8ffd\u8a18\uff09 | \u70b9\u691c\u3057\u305f\u65e5\u6642\u3001\u884c\u306e\u6570\u3001\u5224\u5b9a\u3054\u3068\u306e\u6570 |\n\n**\u5165\u7a3f\u8868\u306e\u5143\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u904b\u7528\u62c5\u5f53\u304c\u70b9\u691c\u306e\u30b7\u30fc\u30c8\u306e\u7d50\u679c\u3092\u898b\u3066\u3001\u81ea\u5206\u306e\u5165\u7a3f\u8868\u3092\u76f4\u3057\u307e\u3059\u3002**\u5e83\u544a\u306e\u7ba1\u7406\u753b\u9762\u306b\u3082\u89e6\u308c\u307e\u305b\u3093\u3002**","human_review":"1. **\u904b\u7528\u62c5\u5f53\u304c\u300c\u8981\u4fee\u6b63\u300d\u306e\u884c\u3092\u898b\u308b** \u2026 \u6848\u3092\u8aad\u307f\u3001\u63a1\u308b\u306a\u3089\u76f4\u3057\u305fURL\u3092\u5165\u7a3f\u8868\u306b\u5199\u3057\u307e\u3059\u3002**\u63a1\u3089\u306a\u3044\u306a\u3089\u3001\u305d\u306e\u7406\u7531\u3092\u4e00\u8a00\u66f8\u304d\u307e\u3059**\n2. **\u904b\u7528\u62c5\u5f53\u304c\u300c\u8981\u78ba\u8a8d\u300d\u306e\u884c\u3092\u70b9\u691c\u306e\u62c5\u5f53\u306b\u56de\u3059** \u2026 `needs_human` \u306e\u884c\u3068\u3001\u5a92\u4f53\u306e\u5217\u304c\u7a7a\u306e\u884c\u3067\u3059\n3. **\u70b9\u691c\u306e\u62c5\u5f53\u304c\u3001\u56de\u3063\u3066\u304d\u305f\u884c\u3068\u3001\u6848\u3092\u63a1\u3089\u306a\u304b\u3063\u305f\u884c\u3092\u898b\u308b** \u2026 \u898f\u5247\u306e\u5074\u306e\u4e0d\u8db3\u306a\u3089\u3001\u898f\u5247\u306e\u30b7\u30fc\u30c8\u304b\u5bfe\u5fdc\u8868\u3092\u76f4\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u898f\u5247\u306e\u5074\u3092\u76f4\u3059\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u4f5c\u696d\u3067\u3059\u3002** \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5a92\u4f53\u306e\u66f8\u304d\u65b9\u304c\u6765\u308b\u305f\u3073\u306b\u8db3\u3057\u3066\u3044\u304f\u3068\u3001**AI \u306b\u56de\u308b\u884c\u304c\u6e1b\u308a\u3001\u898f\u5247\u3067\u6c7a\u307e\u308b\u7bc4\u56f2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002**\n\n**\u70b9\u691c\u306e\u62c5\u5f53\u304c\u5168\u884c\u3092\u898b\u308b\u5f62\u306b\u306f\u623b\u3057\u307e\u305b\u3093\u3002** \u7b2c10\u7ae0\u306e6\u5206\u306b\u306f\u3001\u898f\u5247\u3067\u300c\u9069\u5408\u300d\u306b\u306a\u3063\u305f\u884c\u3092\u898b\u308b\u6642\u9593\u3092\u5165\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u63a1\u3089\u306a\u3044\u7406\u7531\u306f\u3001\u305f\u3044\u3066\u30443\u3064\u306b\u5206\u304b\u308c\u307e\u3059\u3002** \u300c\u5e83\u544a\u4e3b\u306e\u6307\u5b9a\u3067\u3053\u306e\u5024\u3092\u4f7f\u3046\u300d\u300c\u65b0\u3057\u3044\u5a92\u4f53\u3067\u3001\u5bfe\u5fdc\u8868\u304c\u307e\u3060\u7121\u3044\u300d\u300c\u65bd\u7b56\u306e\u540d\u524d\u3092\u5e83\u544a\u4e3b\u3068\u6c7a\u3081\u76f4\u3057\u305f\u300d\u3067\u3059\u3002**1\u3064\u76ee\u306f\u898f\u5247\u306e\u4f8b\u5916\u3068\u3057\u3066\u5e83\u544a\u4e3b\u306e\u4e00\u89a7\u306b\u66f8\u304d\u30012\u3064\u76ee\u306f\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u30013\u3064\u76ee\u306f\u5165\u7a3f\u8868\u306e\u5074\u3092\u76f4\u3057\u307e\u3059\u3002** \u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u4e00\u8a00\u66f8\u3044\u3066\u3082\u3089\u3046\u3060\u3051\u3067\u3001\u70b9\u691c\u306e\u62c5\u5f53\u306e\u5224\u65ad\u304c\u901f\u304f\u306a\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| URL\u304c\u7a7a\u3001\u307e\u305f\u306f http \u3067\u59cb\u307e\u3089\u306a\u3044 | \u300cURL\u306e\u5f62\u3067\u306a\u3044\u300d\u3068\u3057\u3066 AI \u306b\u6e21\u3055\u306a\u3044 |\n| `#` \u304c `?` \u3088\u308a\u524d\u306b\u3042\u308b | \u30d1\u30e9\u30e1\u30fc\u30bf\u304c # \u4ee5\u964d\u306b\u5165\u3063\u3066\u3044\u308b\u3002**\u300c\u4e26\u3073\u306e\u8aa4\u308a\u300d\u3068\u3057\u3066\u904b\u7528\u62c5\u5f53\u3078** |\n| \u540c\u3058\u30d1\u30e9\u30e1\u30fc\u30bf\u304c2\u56de\u3042\u308b | \u300c\u91cd\u8907\u300d\u3068\u3057\u3066\u3001\u3069\u3061\u3089\u3092\u6b8b\u3059\u304b\u3092\u904b\u7528\u62c5\u5f53\u3078 |\n| \u5a92\u4f53\u304c\u5bfe\u5fdc\u8868\u306b\u7121\u3044 | AI \u306b\u8aad\u307e\u305b\u3001\u6848\u304c\u51fa\u3066\u3082\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3057\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u5019\u88dc\u306b\u8a18\u9332 |\n| AI \u306e\u6848\u304c\u518d\u5224\u5b9a\u306b\u901a\u3089\u306a\u3044 | \u6848\u3092\u6368\u3066\u3066\u300c\u8981\u78ba\u8a8d\u300d |\n| \u5fdc\u7b54\u304c refusal\u30fbincomplete | \u305d\u306e\u5165\u7a3f\u8868\u3092\u300c\u8981\u518d\u70b9\u691c\u300d\u306b\u3057\u3001\u3082\u3046\u4e00\u5ea6\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u52d5\u304b\u3059 |\n| 6\u5206\u3092\u8d85\u3048\u305d\u3046 | \u6b8b\u308a\u306e\u884c\u3092\u300c\u672a\u70b9\u691c\u300d\u306e\u307e\u307e\u6b62\u3081\u308b |\n| \u30da\u30fc\u30b8\u5074\u306e\u5143\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u3042\u308b | UTM \u4ee5\u5916\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u5224\u5b9a\u305b\u305a\u3001\u305d\u306e\u307e\u307e\u6b8b\u3059 |\n\n**\u6700\u3082\u591a\u3044\u306e\u306f4\u884c\u76ee\u3067\u3059\u3002** \u904b\u7528\u304c\u65b0\u3057\u3044\u5a92\u4f53\u3092\u59cb\u3081\u308b\u305f\u3073\u306b\u51fa\u308b\u306e\u3067\u3001**\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u5019\u88dc\u306e\u4e00\u89a7\u3092\u70b9\u691c\u306e\u62c5\u5f53\u304c\u6bce\u9031\u898b\u307e\u3059\u3002**","log_storage":"- 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\u540c\u3058URL\u3067\u3082\u3001\u898f\u5247\u3092\u76f4\u3059\u524d\u3068\u5f8c\u3067\u5224\u5b9a\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002**\u914d\u4fe1\u304c\u59cb\u307e\u3063\u3066\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u3067\u8868\u8a18\u3086\u308c\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001\u305d\u306eURL\u3092\u70b9\u691c\u3057\u305f\u65e5\u306e\u898f\u5247\u304c\u3069\u3046\u3060\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":1,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":100,"assumption_workdays":20,"volume_month":100,"before_minutes_per_case":30,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":50,"after_hours_month":10,"saved_hours_month":40,"reduction_rate":80,"saved_hours_year":480,"annual_cost_effect":1680000,"summary":"\u5e83\u544a\u3084\u30e1\u30fc\u30eb\u914d\u4fe1\u306e\u5165\u7a3f\u306e\u524d\u306b\u3001URL\u306b\u4ed8\u3051\u305fUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u793e\u5185\u306e\u547d\u540d\u898f\u5247\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u898f\u5247\u306b\u5408\u3046\u304b\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5224\u5b9a\u3057\u3001\u5408\u308f\u306a\u3044\u5024\u306b\u3064\u3044\u3066 AI \u304c\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u66f8\u304d\u307e\u3059\u3002\u904b\u7528\u62c5\u5f53\u304c1\u672c\u305a\u3064\u76ee\u3067\u78ba\u304b\u3081\u308b\u6642\u9593\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002","before_flow":"1. \u904b\u7528\u62c5\u5f53\u304c\u5165\u7a3f\u8868\u3092\u4f5c\u308a\u3001\u70b9\u691c\u306e\u62c5\u5f53\u306b\u9001\u308b\n2. \u70b9\u691c\u306e\u62c5\u5f53\u304c\u3001URL\u30921\u672c\u305a\u3064\u9078\u3093\u3067\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u90e8\u5206\u3092\u8aad\u3080\n3. `utm_source`\u30fb`utm_medium`\u30fb`utm_campaign` \u304c\u3042\u308b\u304b\u3092\u898b\u308b\n4. \u5024\u304c\u898f\u5247\u306e\u4e00\u89a7\u306b\u3042\u308b\u304b\u3001\u5927\u6587\u5b57\u30fb\u5168\u89d2\u30fb\u7a7a\u767d\u304c\u6df7\u3058\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b\n5. \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u304c\u300c\u5e74\u6708_\u5e83\u544a\u4e3b_\u65bd\u7b56\u300d\u306e\u5f62\u304b\u3001\u5e83\u544a\u4e3b\u3068\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u304c\u5408\u3046\u304b\u3092\u898b\u308b\n6. \u5a92\u4f53\u306e\u5217\u3068 `utm_source`\u3001\u914d\u4fe1\u306e\u7a2e\u985e\u3068 `utm_medium` \u304c\u5408\u3046\u304b\u3092\u898b\u308b\n7. \u8aa4\u308a\u3092\u5165\u7a3f\u8868\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304d\u3001\u904b\u7528\u62c5\u5f53\u306b\u623b\u3059\n8. \u76f4\u3063\u305f\u5165\u7a3f\u8868\u3092\u3001\u3082\u3046\u4e00\u5ea6\u898b\u308b\n\n**\uff08a\uff09\u898b\u843d\u3068\u3059\u306e\u306f\u30011\u6587\u5b57\u306e\u9055\u3044\u3067\u3059\u3002** `Meta` \u3068 `meta`\u3001`e-mail` \u3068 `email`\u3001\u672b\u5c3e\u306e\u7a7a\u767d\u3002**20\u672c\u306eURL\u304c\u6a2a\u306b\u9577\u304f\u4e26\u3076\u3068\u3001\u76ee\u3067\u62fe\u3046\u306e\u306f\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002** 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\u904b\u7528\u62c5\u5f53\u304c\u3001\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u5165\u7a3f\u306e\u30b7\u30fc\u30c8\u306b\u3001\u5165\u7a3f\u8868\u306e\u884c\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n2. **\u3010\u4eba\u3011** \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300cUTM \u3092\u70b9\u691c\u300d\u3092\u9078\u3076\n3. **\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u3001URL\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u5206\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u5fc5\u9808\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6709\u7121\u3001\u5024\u304c\u4e00\u89a7\u306b\u3042\u308b\u304b\u3001\u6587\u5b57\u306e\u7a2e\u985e\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u5f62\u3092\u898f\u5247\u3067\u5224\u5b9a\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5165\u7a3f\u8868\u306e\u5a92\u4f53\u30fb\u914d\u4fe1\u306e\u7a2e\u985e\u30fb\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u30fb\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID \u3068\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u306e\u98df\u3044\u9055\u3044\u3092\u3001\u898f\u5247\u3067\u6c7a\u307e\u308b\u7bc4\u56f2\u3067\u5224\u5b9a\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u898f\u5247\u306b\u5408\u308f\u306a\u3044\u5024\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u7591\u3044\u306e\u3042\u308b\u884c\u3092 OpenAI \u306e API \u306b\u6e21\u3059\n7. **\u3010\u81ea\u52d5\u3011** AI \u304c\u3001\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u8fd4\u3059\n8. **\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u3001AI \u306e\u6848\u3092\u540c\u3058\u898f\u5247\u3067\u3082\u3046\u4e00\u5ea6\u5224\u5b9a\u3057\u3001\u901a\u3063\u305f\u3082\u306e\u3060\u3051\u3067\u76f4\u3057\u305fURL\u3092\u7d44\u307f\u7acb\u3066\u308b\n9. **\u3010\u81ea\u52d5\u3011** \u884c\u306e\u53f3\u306e\u5217\u306b\u3001\u5224\u5b9a\u30fb\u76f4\u3057\u305f\u5024\u306e\u6848\u30fb\u76f4\u3057\u305fURL\u30fb\u7406\u7531\u3092\u66f8\u304f\n10. **\u3010\u4eba\u3011** \u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u898b\u3066\u3001\u63a1\u308b\u304b\u76f4\u3059\u304b\u3092\u6c7a\u3081\u3001\u5165\u7a3f\u8868\u3092\u76f4\u3059\n11. **\u3010\u4eba\u3011** \u70b9\u691c\u306e\u62c5\u5f53\u306f\u3001AI \u304c\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u3068\u3057\u305f\u884c\u3068\u3001\u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u63a1\u3089\u306a\u304b\u3063\u305f\u884c\u3060\u3051\u3092\u898b\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u88c5\u7f6e\u3067\u3059\u3002** AI \u304c\u51fa\u3057\u305f\u6848\u3082\u3001\u898f\u5247\u306b\u901a\u3089\u306a\u3051\u308c\u3070\u4f7f\u3044\u307e\u305b\u3093\u3002**AI \u306e\u6848\u304c\u65b0\u3057\u3044\u8868\u8a18\u3086\u308c\u3092\u6301\u3061\u8fbc\u3080\u306e\u3092\u6b62\u3081\u307e\u3059\u3002**\n\n**10\u756a\u76ee\u3092\u904b\u7528\u62c5\u5f53\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u5165\u7a3f\u8868\u3092\u76f4\u3059\u306e\u306f\u4f5c\u3063\u305f\u4eba\u3060\u304b\u3089\u3067\u3059\u3002** \u70b9\u691c\u306e\u62c5\u5f53\u304c\u76f4\u3059\u3068\u3001\u904b\u7528\u62c5\u5f53\u306e\u624b\u5143\u306e\u5165\u7a3f\u8868\u3068\u98df\u3044\u9055\u3044\u307e\u3059\u3002**\u70b9\u691c\u306e\u62c5\u5f53\u306f\u3001\u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u3060\u3051\u3092\u898b\u308b\u5f79\u306b\u5909\u308f\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u904b\u7528\u62c5\u5f53\u304c\u3001\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u5165\u7a3f\u306e\u30b7\u30fc\u30c8\u306b\u3001\u5165\u7a3f\u8868\u306e\u884c\u3092\u8cbc\u308a\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300cUTM \u3092\u70b9\u691c\u300d\u3092\u9078\u3076","**\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u3001URL\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5fc5\u9808\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6709\u7121\u3001\u5024\u304c\u4e00\u89a7\u306b\u3042\u308b\u304b\u3001\u6587\u5b57\u306e\u7a2e\u985e\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u5f62\u3092\u898f\u5247\u3067\u5224\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5165\u7a3f\u8868\u306e\u5a92\u4f53\u30fb\u914d\u4fe1\u306e\u7a2e\u985e\u30fb\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u30fb\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID \u3068\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u306e\u98df\u3044\u9055\u3044\u3092\u3001\u898f\u5247\u3067\u6c7a\u307e\u308b\u7bc4\u56f2\u3067\u5224\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u898f\u5247\u306b\u5408\u308f\u306a\u3044\u5024\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u7591\u3044\u306e\u3042\u308b\u884c\u3092 OpenAI \u306e API \u306b\u6e21\u3059","**\u3010\u81ea\u52d5\u3011** AI \u304c\u3001\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u3001AI \u306e\u6848\u3092\u540c\u3058\u898f\u5247\u3067\u3082\u3046\u4e00\u5ea6\u5224\u5b9a\u3057\u3001\u901a\u3063\u305f\u3082\u306e\u3060\u3051\u3067\u76f4\u3057\u305fURL\u3092\u7d44\u307f\u7acb\u3066\u308b","**\u3010\u81ea\u52d5\u3011** \u884c\u306e\u53f3\u306e\u5217\u306b\u3001\u5224\u5b9a\u30fb\u76f4\u3057\u305f\u5024\u306e\u6848\u30fb\u76f4\u3057\u305fURL\u30fb\u7406\u7531\u3092\u66f8\u304f","**\u3010\u4eba\u3011** \u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u898b\u3066\u3001\u63a1\u308b\u304b\u76f4\u3059\u304b\u3092\u6c7a\u3081\u3001\u5165\u7a3f\u8868\u3092\u76f4\u3059","**\u3010\u4eba\u3011** \u70b9\u691c\u306e\u62c5\u5f53\u306f\u3001AI \u304c\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u3068\u3057\u305f\u884c\u3068\u3001\u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u63a1\u3089\u306a\u304b\u3063\u305f\u884c\u3060\u3051\u3092\u898b\u308b"],"architecture":"```\n\u904b\u7528\u62c5\u5f53\u304c\u5165\u7a3f\u8868\u306e\u884c\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30e1\u30cb\u30e5\u30fc\u300cUTM \u3092\u70b9\u691c\u300d\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u4ed8\u3051\u305f\u30b9\u30af\u30ea\u30d7\u30c8\uff09\nGoogle Apps Script\n   \u251c\u2500\u2500\u25b6 URL\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u5206\u3051\u308b\n   \u251c\u2500\u2500\u25b6 \u898f\u5247\u306e\u5224\u5b9a\uff08\u5fc5\u9808\u30fb\u4e00\u89a7\u30fb\u6587\u5b57\u30fb\u5f62\u30fb\u898f\u5247\u3067\u6c7a\u307e\u308b\u98df\u3044\u9055\u3044\uff09\n   \u251c\u2500\u2500\u25b6 OpenAI API\uff08Responses API\u30fb\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502       \u76f4\u3057\u305f\u5024\u306e\u6848\uff0f\u7406\u7531\uff0f\u98df\u3044\u9055\u3044\u306e\u6307\u6458\n   \u251c\u2500\u2500\u25b6 \u6848\u3092\u540c\u3058\u898f\u5247\u3067\u518d\u5224\u5b9a\u3057\u3001\u76f4\u3057\u305fURL\u3092\u7d44\u307f\u7acb\u3066\u308b\n   \u2514\u2500\u2500\u25b6 \u884c\u306e\u53f3\u306e\u5217\u306b\u66f8\u304f\n   \u25bc\n\u3010\u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u63a1\u308b\u304b\u6c7a\u3081\u3001\u5165\u7a3f\u8868\u3092\u76f4\u3059\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Google Apps Script | Make\u3001Zapier |\n| \u751f\u6210AI | OpenAI API\uff08Responses API\u3001\u69cb\u9020\u5316\u51fa\u529b\uff09 | Claude API\u3001Gemini API |\n| \u4fdd\u7ba1 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff08\u5165\u7a3f\u306e\u30b7\u30fc\u30c8\u3001\u547d\u540d\u898f\u5247\u306e\u30b7\u30fc\u30c8\u3001\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u3001\u70b9\u691c\u306e\u8a18\u9332\uff09 | \uff0d |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c81\u3064\u3068\u3001\u305d\u3053\u306b\u4ed8\u3051\u308b Apps Script \u3060\u3051\u3067\u3059\u3002** \u547d\u540d\u898f\u5247\u306f\u5171\u6709\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8aad\u3081\u308b\u30b7\u30fc\u30c8\u306e\u5f62\u306b\u79fb\u3057\u307e\u3059\u3002** \u5e83\u544a\u306e\u7ba1\u7406\u753b\u9762\u3084\u30e1\u30fc\u30eb\u306e\u914d\u4fe1\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u3064\u306a\u304e\u307e\u305b\u3093\u3002\n\n**Apps Script \u306f\u3001\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u4ed8\u3051\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u3057\u3066\u66f8\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Apps Script \u306f Docs\u30fbSheets\u30fbSlides\u30fbForms \u306b\u72ec\u81ea\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u8db3\u3059\u3053\u3068\u304c\u3067\u304d\u3001**\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u305f\u3068\u304d\u306b\u8868\u793a\u3059\u308b\u306b\u306f `onOpen` \u306e\u95a2\u6570\u306e\u4e2d\u306b\u30e1\u30cb\u30e5\u30fc\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u304f**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001**\u30e1\u30cb\u30e5\u30fc\u3092\u4f5c\u308c\u308b\u306e\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u306b\u4ed8\u3051\u305f\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u30d0\u30a4\u30f3\u30c9\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\uff09\u3060\u3051**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5165\u7a3f\u8868\u306e\u305d\u308c\u305e\u308c\u306b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4ed8\u3051\u308b\u306e\u3067\u306f\u306a\u304f\u3001**\u70b9\u691c\u7528\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u30921\u3064\u4f5c\u308a\u3001\u305d\u3053\u3078\u884c\u3092\u8cbc\u308a\u4ed8\u3051\u3066\u3082\u3089\u3046\u5f62**\u306b\u3057\u307e\u3059\u3002\n\n**AI \u306e\u51e6\u7406\u306f OpenAI \u306e Responses API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001`text.format` \u306b `type: \"json_schema\"`\u3001`strict: true` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046\u51fa\u529b\u304c\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f\u5fc5\u305a `additionalProperties: false` \u3092\u4ed8\u3051\u308b**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6587\u5b57\u5217\u306b\u306f `pattern`\uff08\u6b63\u898f\u8868\u73fe\uff09\u304c\u4f7f\u3048\u308b\u306e\u3067\u3001**\u76f4\u3057\u305f\u5024\u306e\u6848\u3092\u3001\u5c0f\u6587\u5b57\u30fb\u6570\u5b57\u30fb\u30cf\u30a4\u30d5\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30b9\u30b3\u30a2\u3060\u3051\u306b\u7e1b\u308c\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u904b\u7528\u62c5\u5f53\u304c\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300cUTM \u3092\u70b9\u691c\u300d\u3092\u9078\u3093\u3060\u3068\u304d\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** `onOpen` \u306e\u95a2\u6570\u3067 `SpreadsheetApp.getUi().createMenu()` \u3092\u4f7f\u3044\u3001\u30e1\u30cb\u30e5\u30fc\u306e\u9805\u76ee\u306b\u70b9\u691c\u306e\u95a2\u6570\u3092\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002**\u9078\u3093\u3060\u884c\u3060\u3051\u3092\u70b9\u691c\u3059\u308b\u9805\u76ee\u3068\u3001\u30b7\u30fc\u30c8\u306e\u672a\u70b9\u691c\u306e\u884c\u3092\u3059\u3079\u3066\u70b9\u691c\u3059\u308b\u9805\u76ee**\u306e2\u3064\u3092\u7f6e\u304d\u307e\u3059\u3002\n\n**\u6642\u9593\u4e3b\u5c0e\u578b\u306e\u30c8\u30ea\u30ac\u30fc\u3067\u81ea\u52d5\u306b\u56de\u3055\u306a\u3044\u306e\u306f\u3001\u8cbc\u308a\u4ed8\u3051\u306e\u9014\u4e2d\u3067\u52d5\u304f\u306e\u3092\u907f\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u5165\u7a3f\u8868\u306e\u884c\u3092\u4f55\u56de\u304b\u306b\u5206\u3051\u3066\u8cbc\u308b\u904b\u7528\u62c5\u5f53\u3082\u3044\u3066\u3001**\u9014\u4e2d\u3067\u70b9\u691c\u3055\u308c\u308b\u3068\u3001\u307e\u3060\u8cbc\u3063\u3066\u3044\u306a\u3044\u884c\u306e\u5206\u3060\u3051\u300c\u6848\u4ef6\u306eURL\u304c\u8db3\u308a\u306a\u3044\u300d\u3088\u3046\u306a\u7d50\u679c\u304c\u51fa\u307e\u3059\u3002** \u904b\u7528\u62c5\u5f53\u304c\u300c\u8cbc\u308a\u7d42\u3048\u305f\u300d\u3068\u8a00\u3048\u308b\u64cd\u4f5c\u3092\u304d\u3063\u304b\u3051\u306b\u3057\u307e\u3059\u3002\n\n**1\u56de\u306e\u5b9f\u884c\u306f6\u5206\u307e\u3067\u3067\u3059\u3002** \u516c\u5f0f\u306e\u5272\u308a\u5f53\u3066\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e1\u56de\u306e\u5b9f\u884c\u6642\u9593\u306f**6\u5206**\u3067\u3059\u30021\u4ef6\u306e\u5165\u7a3f\u8868\u306e20\u672c\u307b\u3069\u306a\u30891\u56de\u3067\u7d42\u308f\u308a\u307e\u3059\u304c\u3001**\u30b7\u30fc\u30c8\u306e\u3059\u3079\u3066\u306e\u672a\u70b9\u691c\u306e\u884c\u3092\u70b9\u691c\u3059\u308b\u9805\u76ee\u3067\u306f\u30011\u56de\u3042\u305f\u308a\u306e\u884c\u6570\u306b\u4e0a\u9650\u3092\u7f6e\u304d\u3001\u6b8b\u308a\u306f\u300c\u672a\u70b9\u691c\u300d\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u7a3f\u306e\u884c | \u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u3001\u5e83\u544a\u4e3b\u3001\u5a92\u4f53\u3001\u914d\u4fe1\u306e\u7a2e\u985e\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID\u3001\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u3001**URL** | \u5165\u7a3f\u306e\u30b7\u30fc\u30c8\uff08\u904b\u7528\u62c5\u5f53\u304c\u8cbc\u308b\uff09 |\n| \u547d\u540d\u898f\u5247 | \u30d1\u30e9\u30e1\u30fc\u30bf\u3054\u3068\u306e\u5fc5\u9808\u30fb\u4efb\u610f\u3001\u4f7f\u3063\u3066\u3088\u3044\u5024\u306e\u4e00\u89a7\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u5f62\uff08\u6b63\u898f\u8868\u73fe\uff09\u3001\u6587\u5b57\u306e\u7a2e\u985e | \u547d\u540d\u898f\u5247\u306e\u30b7\u30fc\u30c8 |\n| \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868 | \u5165\u7a3f\u8868\u306e\u5a92\u4f53\u306e\u66f8\u304d\u65b9\uff08\u300cInstagram\u5e83\u544a\u300d\u300c\u30a4\u30f3\u30b9\u30bf\u300d\u306a\u3069\uff09\u3068\u3001\u4f7f\u3046\u3079\u304d `utm_source`\u30fb`utm_medium` \u306e\u7d44 | \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u306e\u30b7\u30fc\u30c8 |\n| \u5e83\u544a\u4e3b\u306e\u7565\u79f0\u306e\u4e00\u89a7 | \u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u306e\u5e83\u544a\u4e3b\u306e\u90e8\u5206\u3068\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u3067\u4f7f\u3046\u7565\u79f0 | \u5e83\u544a\u4e3b\u306e\u4e00\u89a7\u306e\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u5165\u7a3f\u8868\u306e\u5a92\u4f53\u306e\u5217\u306f\u904b\u7528\u62c5\u5f53\u304c\u81ea\u7531\u306b\u66f8\u304f\u306e\u3067\u3001\u300cInstagram\u5e83\u544a\u300d\u300c\u30a4\u30f3\u30b9\u30bf\u300d\u300cIG\u300d\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\u5bfe\u5fdc\u8868\u306b\u3053\u308c\u3089\u3092\u4e26\u3079\u3001\u305d\u308c\u305e\u308c\u306b\u4f7f\u3046\u3079\u304d `utm_source` \u3068 `utm_medium` \u3092\u66f8\u3044\u3066\u304a\u3051\u3070\u3001\u98df\u3044\u9055\u3044\u306e\u591a\u304f\u306f\u898f\u5247\u3067\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002** AI \u306b\u56de\u308b\u306e\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u66f8\u304d\u65b9\u306e\u884c\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u547d\u540d\u898f\u5247\u3092\u5171\u6709\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u30b7\u30fc\u30c8\u306b\u79fb\u3059\u4f5c\u696d\u304c\u3001\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002** \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6587\u7ae0\u3067\u66f8\u304b\u308c\u305f\u898f\u5247\u3092\u3001**\u30d1\u30e9\u30e1\u30fc\u30bf\u3054\u3068\u306e\u884c\u3068\u3001\u5024\u306e\u4e00\u89a7\u3068\u3001\u6b63\u898f\u8868\u73fe**\u306b\u76f4\u3057\u307e\u3059\u3002\u3053\u306e\u4f5c\u696d\u3067\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u898f\u5247\u304c\u66d6\u6627\u3060\u3063\u305f\u3068\u3053\u308d\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002\n\n**Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30d8\u30eb\u30d7\u3067\u306f\u3001URL\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4ed8\u3051\u308b\u3068\u304d\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u5834\u5408\u3082 `utm_source`\u30fb`utm_medium`\u30fb`utm_campaign` \u3092\u4f7f\u3046\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u547d\u540d\u898f\u5247\u306e\u30b7\u30fc\u30c8\u3067\u3082\u3001\u3053\u306e3\u3064\u3092\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002\u30d8\u30eb\u30d7\u3067\u306f\u3001\u95a2\u9023\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\uff08`utm_id`\u3001`utm_source_platform` \u306a\u3069\uff09\u3082\u3042\u308f\u305b\u3066\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u5f37\u304f\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u3053\u307e\u3067\u3092\u5fc5\u9808\u306b\u3059\u308b\u304b\u306f\u3001\u793e\u5185\u306e\u8a08\u6e2c\u306e\u8a2d\u8a08\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u70b9\u691c\u3059\u308b\u884c | \u5165\u7a3f\u306e\u30b7\u30fc\u30c8 | \u9078\u3093\u3060\u7bc4\u56f2\u304b\u3001\u5224\u5b9a\u306e\u5217\u304c\u7a7a\u306e\u884c\u3092\u8aad\u3080 |\n| \u547d\u540d\u898f\u5247\u30fb\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u30fb\u5e83\u544a\u4e3b\u306e\u4e00\u89a7 | \u5404\u30b7\u30fc\u30c8 | \u5b9f\u884c\u306e\u6700\u521d\u306b\u4e00\u5ea6\u306b\u8aad\u3080 |\n\n**URL\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u90e8\u5206\u306b\u5206\u3051\u307e\u3059\u3002** `?` \u3088\u308a\u524d\u3092\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u3001`?` \u3068 `#` \u306e\u3042\u3044\u3060\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u3001`#` \u3088\u308a\u5f8c\u3092\u6b8b\u308a\u3068\u3057\u3066\u5206\u3051\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u3092 `&` \u3068 `=` \u3067\u540d\u524d\u3068\u5024\u306b\u5206\u3051\u307e\u3059\u3002**\u5024\u306f\u30d1\u30fc\u30bb\u30f3\u30c8\u30a8\u30f3\u30b3\u30fc\u30c9\u3092\u623b\u3057\u3066\u304b\u3089\u5224\u5b9a\u3057\u3001\u7d44\u307f\u7acb\u3066\u308b\u3068\u304d\u306b\u3082\u3046\u4e00\u5ea6\u30a8\u30f3\u30b3\u30fc\u30c9\u3057\u307e\u3059\u3002**\n\n1\u884c\u3054\u3068\u306e\u51e6\u7406\u306f\u3001\u6b21\u306e\u9806\u3067\u884c\u3044\u307e\u3059\u3002\n\n```\n1. URL\u3092\u3001\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u30fb\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb# \u4ee5\u964d\u306b\u5206\u3051\u308b\n2. \u540c\u3058\u540d\u524d\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c2\u56de\u51fa\u3066\u3044\u306a\u3044\u304b\u3001? \u304c2\u3064\u306a\u3044\u304b\u3092\u898b\u308b\n3. \u5fc5\u9808\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6709\u7121\u3092\u898b\u308b\n4. \u5024\u3054\u3068\u306b\u3001\u6587\u5b57\u306e\u7a2e\u985e\uff08\u5c0f\u6587\u5b57\u30fb\u6570\u5b57\u30fb- \u3068 _ \u3060\u3051\u304b\u3001\u5168\u89d2\u30fb\u7a7a\u767d\u304c\u7121\u3044\u304b\uff09\u3092\u898b\u308b\n5. utm_source\u30fbutm_medium \u304c\u4e00\u89a7\u306b\u3042\u308b\u304b\u3001utm_campaign \u304c\u6c7a\u307e\u3063\u305f\u5f62\u304b\u3092\u898b\u308b\n6. \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u5a92\u4f53\u306e\u5217\u3068 utm_source\u30fbutm_medium \u306e\u7d44\u304c\u5408\u3046\u304b\u3092\u898b\u308b\n7. \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u5e83\u544a\u4e3b\u306e\u90e8\u5206\u3068\u3001\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u306e\u5e83\u544a\u4e3b\u304c\u5408\u3046\u304b\u3092\u898b\u308b\n8. utm_content \u3068\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID \u304c\u5408\u3046\u304b\u3092\u898b\u308b\n9. 1\u301c8 \u3067\u898f\u5247\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u5024\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5a92\u4f53\u306e\u884c\u3092\u3001AI \u306b\u6e21\u3059\u4e00\u89a7\u306b\u3059\u308b\n```\n\n**1\u56de\u306e\u547c\u3073\u51fa\u3057\u306b\u3001\u5165\u7a3f\u88681\u4ef6\u5206\u306e\u884c\u3092\u307e\u3068\u3081\u3066\u6e21\u3057\u307e\u3059\u3002** 1\u672c\u305a\u3064\u547c\u3076\u3068\u3001\u540c\u3058\u5165\u7a3f\u8868\u306e\u4e2d\u3067\u540c\u3058\u8aa4\u308a\u306b\u5225\u3005\u306e\u76f4\u3057\u65b9\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u307e\u3068\u3081\u3066\u6e21\u3059\u3068\u3001\u540c\u3058\u8aa4\u308a\u306b\u306f\u540c\u3058\u6848\u304c\u8fd4\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**OpenAI \u306e API \u306f UrlFetchApp \u3067\u547c\u3073\u307e\u3059\u3002** API \u30ad\u30fc\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u306e\u5272\u308a\u5f53\u3066\u3067\u306f\u3001URL Fetch \u306e\u547c\u3073\u51fa\u3057\u306f**\u4e00\u822c\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u65e52\u4e07\u56de\u3001Google Workspace \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u65e510\u4e07\u56de**\u3067\u3001\u6708100\u4ef6\u306e\u5165\u7a3f\u8868\u306b\u306f\u5341\u5206\u3067\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u898f\u5247\u306b\u5408\u3046\u884c\u306f\u6e21\u3055\u306a\u3044** \u2026 1\u301c8 \u3092\u3059\u3079\u3066\u901a\u3063\u305f\u884c\u306f\u3001AI \u3092\u547c\u3070\u305a\u306b\u300c\u9069\u5408\u300d\u3068\u66f8\u304d\u307e\u3059\n2. **\u5024\u306e\u524d\u5f8c\u306e\u7a7a\u767d\u3092\u8a18\u9332\u3059\u308b** \u2026 \u7a7a\u767d\u306f\u6d88\u3055\u305a\u306b\u300c\u7a7a\u767d\u3042\u308a\u300d\u3068\u3057\u3066\u5224\u5b9a\u306b\u6b8b\u3057\u307e\u3059\u3002**\u9ed9\u3063\u3066\u6d88\u3059\u3068\u3001\u5165\u7a3f\u8868\u306e\u5143\u306e\u5024\u306e\u8aa4\u308a\u304c\u6b8b\u3063\u305f\u307e\u307e\u306b\u306a\u308a\u307e\u3059**\n3. **\u898f\u5247\u306e\u4e00\u89a7\u3092\u7d5e\u3063\u3066\u6e21\u3059** \u2026 \u305d\u306e\u884c\u306e\u914d\u4fe1\u306e\u7a2e\u985e\u3067\u4f7f\u3048\u308b\u5024\u306e\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\n4. **\u5e83\u544a\u4e3b\u306e\u7565\u79f0\u3092\u6dfb\u3048\u308b** \u2026 \u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u304b\u3089\u5f15\u3044\u305f\u7565\u79f0\u3092\u6e21\u3057\u307e\u3059\n5. **\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306f\u6e21\u3059\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u516c\u958b\u524d\u306e\u7279\u8a2d\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306f\u3001\u30d1\u30b9\u306e\u90e8\u5206\u3092\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3066\u6e21\u305b\u307e\u3059\uff08\u7b2c13\u7ae0\uff09\n\n**1\u756a\u76ee\u3067\u6e21\u3055\u306a\u3044\u884c\u304c\u3001\u547c\u3073\u51fa\u3057\u306e\u91cf\u3092\u6c7a\u3081\u307e\u3059\u3002** \u898f\u5247\u306b\u6163\u308c\u305f\u904b\u7528\u62c5\u5f53\u306e\u5165\u7a3f\u8868\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u884c\u304c\u898f\u5247\u3067\u901a\u308a\u307e\u3059\u3002**AI \u304c\u898b\u308b\u306e\u306f\u3001\u8aa4\u308a\u306e\u3042\u308b\u884c\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u66f8\u304d\u65b9\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u898f\u5247\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u5024\u306b\u3064\u3044\u3066\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u66f8\u304f\u3053\u3068\u3068\u3001\u898f\u5247\u3067\u306f\u6c7a\u3081\u304d\u308c\u306a\u3044\u98df\u3044\u9055\u3044\u3092\u6307\u6458\u3059\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u4f8b |\n|:--|:--|:--|\n| \u8868\u8a18\u306e\u76f4\u3057 | \u4e00\u89a7\u306b\u3042\u308b\u5024\u306e\u3046\u3061\u3001\u610f\u56f3\u3057\u3066\u3044\u308b\u3068\u8aad\u3081\u308b\u3082\u306e\u3092\u6848\u306b\u3059\u308b | `Facebook` \u2192 `meta`\uff08\u5bfe\u5fdc\u8868\u3067 Facebook \u5e83\u544a\u306f `meta`\uff09 |\n| \u5f62\u306e\u76f4\u3057 | \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u3092\u6c7a\u307e\u3063\u305f\u5f62\u306b\u7d44\u307f\u76f4\u3059\u6848 | `AW_Sale_brandx` \u2192 `202610_brandx_aw-sale` |\n| \u5a92\u4f53\u306e\u8aad\u307f\u53d6\u308a | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5a92\u4f53\u306e\u66f8\u304d\u65b9\u304b\u3089\u3001\u3069\u306e\u5a92\u4f53\u304b\u3092\u8aad\u3080 | \u300c\u30a4\u30f3\u30b9\u30bf\u30b9\u30c8\u30fc\u30ea\u30fc\u30ba\u300d\u2192 Instagram \u306e\u5e83\u544a |\n| \u98df\u3044\u9055\u3044\u306e\u6307\u6458 | \u914d\u4fe1\u306e\u7a2e\u985e\u3068 `utm_medium`\u3001\u6848\u4ef6\u3068\u5e83\u544a\u4e3b\u306e\u90e8\u5206\u306a\u3069\u306e\u98df\u3044\u9055\u3044 | \u914d\u4fe1\u306e\u7a2e\u985e\u304c\u30e1\u30fc\u30eb\u306a\u306e\u306b `cpc` |\n| \u5224\u65ad\u3067\u304d\u306a\u3044 | \u6848\u304c1\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e | \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u3067\u3001`utm_source` \u3082\u4e00\u89a7\u306b\u7121\u3044 |\n\n**\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u7d44\u307f\u76f4\u3057\u3067\u306f\u3001\u5e74\u6708\u3092\u52dd\u624b\u306b\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002** \u5e74\u6708\u306f\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u304b\u3089\u6c7a\u307e\u308b\u306e\u3067\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u958b\u59cb\u65e5\u304b\u3089\u51fa\u3057\u305f\u5e74\u6708\u3092\u6e21\u3057\u3001AI \u306b\u306f\u305d\u308c\u3092\u4f7f\u308f\u305b\u307e\u3059\u3002** \u65bd\u7b56\u306e\u90e8\u5206\u306f\u3001\u5143\u306e\u5024\u306e\u8a9e\u3092\u5c0f\u6587\u5b57\u306b\u3057\u3066\u30cf\u30a4\u30d5\u30f3\u3067\u3064\u306a\u3050\u3060\u3051\u306b\u3057\u3001**\u8a9e\u3092\u8db3\u3057\u305f\u308a\u8a00\u3044\u63db\u3048\u305f\u308a\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u898f\u5247\u306e\u4e00\u89a7\u306b\u7121\u3044\u5024\u3092\u4f5c\u308b | \u65b0\u3057\u3044\u8868\u8a18\u3086\u308c\u306e\u5143\u306b\u306a\u308b |\n| \u898f\u5247\u305d\u306e\u3082\u306e\u3092\u76f4\u3059\u63d0\u6848 | \u8a08\u6e2c\u306e\u8a2d\u8a08\u306e\u62c5\u5f53\u304c\u6c7a\u3081\u308b |\n| \u5165\u7a3f\u8868\u3084URL\u3092\u66f8\u304d\u63db\u3048\u308b | \u76f4\u3059\u306e\u306f\u904b\u7528\u62c5\u5f53 |\n| \u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u3092\u76f4\u3059 | \u70b9\u691c\u306e\u5bfe\u8c61\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u3060\u3051 |\n| \u914d\u4fe1\u306e\u958b\u59cb\u65e5\u304b\u3089\u5e74\u6708\u4ee5\u5916\u3092\u63a8\u3057\u91cf\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u8db3\u3055\u306a\u3044 |\n\n**1\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5b88\u308b\u3079\u304d\u3053\u3068\u3067\u3059\u3002** AI \u306f\u3001\u4e00\u89a7\u306b\u7121\u304f\u3066\u3082\u300c\u305d\u308c\u3089\u3057\u3044\u300d\u5024\u3092\u6848\u306b\u3057\u304c\u3061\u3067\u3059\u3002`instagram_story` \u306e\u3088\u3046\u306b\u3001**\u898f\u5247\u306e\u4e00\u89a7\u306b\u7121\u3044\u5024\u304c\u6848\u3068\u3057\u3066\u51fa\u308b\u3068\u3001\u305d\u308c\u3092\u63a1\u3063\u305f\u6642\u70b9\u3067\u8868\u8a18\u3086\u308c\u304c1\u3064\u5897\u3048\u307e\u3059\u3002** \u305d\u3053\u3067\u3001\u30b9\u30ad\u30fc\u30de\u306e `enum` \u3067 `utm_source` \u3068 `utm_medium` \u306e\u6848\u3092\u4e00\u89a7\u306e\u5024\u306b\u7e1b\u308a\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u30828\u756a\u76ee\u306e\u518d\u5224\u5b9a\u3092\u3057\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5e83\u544a\u4ee3\u7406\u5e97\u306e\u904b\u7528\u90e8\u3067\u3001\u5165\u7a3f\u524d\u306eURL\u306eUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6821\u6b63\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u898f\u5247\u3068\u5165\u7a3f\u306e\u884c\u306e\u60c5\u5831\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u76f4\u3057\u305f\u5024\u306e\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- issues \u306b\u6319\u304c\u3063\u3066\u3044\u308b\u5024\u3054\u3068\u306b\u3001\u76f4\u3057\u305f\u5024\u306e\u6848\uff08suggested\uff09\u3068\u7406\u7531\uff08reason\uff09\u3092\u66f8\u304f\n- utm_source\u30fbutm_medium \u306e\u6848\u306f\u3001\u6e21\u3055\u308c\u305f\u4e00\u89a7\u306e\u5024\u304b\u3089\u9078\u3076\n- utm_campaign \u306e\u6848\u306f\u300c{yyyymm}_{\u5e83\u544a\u4e3b\u306e\u7565\u79f0}_{\u65bd\u7b56}\u300d\u306e\u5f62\u306b\u3059\u308b\n  - yyyymm \u306f\u6e21\u3055\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\n  - \u65bd\u7b56\u306f\u5143\u306e\u5024\u306e\u8a9e\u3092\u5c0f\u6587\u5b57\u306b\u3057\u3001\u8a9e\u306e\u3042\u3044\u3060\u3092\u30cf\u30a4\u30d5\u30f3\u3067\u3064\u306a\u3050\u3002\u8a9e\u3092\u8db3\u3055\u306a\u3044\n- \u5165\u7a3f\u306e\u884c\u306e\u5a92\u4f53\u30fb\u914d\u4fe1\u306e\u7a2e\u985e\u3068\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u308c\u3070 mismatches \u306b\u66f8\u304f\n- \u6848\u304c1\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3068\u304d\u306f\u3001suggested \u3092\u7a7a\u306b\u3057\u3001needs_human \u3092 true \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u4e00\u89a7\u306b\u7121\u3044\u5024\u3092\u6848\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8fd1\u3044\u5024\u304c\u7121\u3051\u308c\u3070 needs_human \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u898f\u5247\u3092\u5909\u3048\u308b\u3079\u304d\u3060\u3068\u3044\u3046\u63d0\u6848\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306e\u90e8\u5206\u306b\u306f\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u3001\u307e\u305f\u306f\u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306b\u3001utm_source \u304b\u3089\u5a92\u4f53\u3092\u6c7a\u3081\u3064\u3051\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- reason \u306b\u306f\u3001\u3069\u306e\u898f\u5247\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u304b\u3001\u306a\u305c\u305d\u306e\u6848\u306b\u3057\u305f\u304b\u30921\u6587\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u547d\u540d\u898f\u5247\u3011{rules}\n\u3010\u3053\u306e\u884c\u3067\u4f7f\u3048\u308b\u5024\u306e\u4e00\u89a7\u3011{allowed_values}\n\u3010\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\uff08\u8a72\u5f53\u3057\u305d\u3046\u306a\u884c\uff09\u3011{media_map}\n\u3010\u5e83\u544a\u4e3b\u306e\u7565\u79f0\u3011{client_alias}\n\u3010\u70b9\u691c\u3059\u308b\u884c\u3011{rows_json}\n```\n\n**\u300c\u5a92\u4f53\u304b\u3089\u6c7a\u3081\u3064\u3051\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u9006\u5411\u304d\u306e\u63a8\u6e2c\u3092\u6b62\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u306e\u884c\u3067 `utm_source=line` \u3068\u3042\u308c\u3070\u3001AI \u306f\u300cLINE \u306e\u5e83\u544a\u300d\u3068\u8aad\u3093\u3067 `utm_medium` \u306e\u6848\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u5165\u7a3f\u8868\u306e\u307b\u3046\u304c\u8aa4\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u306e\u3067\u3001\u3053\u3053\u306f\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u300c\u8a9e\u3092\u8db3\u3055\u306a\u3044\u300d\u3082\u8981\u308a\u307e\u3059\u3002** `sale` \u3092 `autumn-sale` \u306b\u3059\u308b\u3088\u3046\u306a\u3001\u6c17\u306e\u5229\u3044\u305f\u76f4\u3057\u3092\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\u65bd\u7b56\u306e\u540d\u524d\u3092\u6c7a\u3081\u308b\u306e\u306f\u904b\u7528\u62c5\u5f53\u3067\u3001\u6821\u6b63\u306e\u5f79\u5272\u306f\u305d\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306e JSON \u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"rows\": [\n    { \"row_id\": \"\",\n      \"fixes\": [\n        { \"param\": \"utm_source | utm_medium | utm_campaign | utm_content | utm_term | utm_id\",\n          \"original\": \"\", \"suggested\": \"\", \"reason\": \"\" }\n      ],\n      \"mismatches\": [\n        { \"field\": \"\", \"detail\": \"\" }\n      ],\n      \"needs_human\": false }\n  ]\n}\n```\n\n\u30b9\u30ad\u30fc\u30de\u3067\u306f `param` \u3092 `enum` \u3067\u7e1b\u308a\u3001`suggested` \u306b `pattern` \u3067 `^[a-z0-9_-]*$` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u7a7a\u306e\u6587\u5b57\u5217\u3082\u8a31\u3059\u5f62\u306b\u3057\u3066\u3001\u6848\u304c\u7121\u3044\u3068\u304d\u306b\u7a7a\u3092\u8fd4\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u5fc5\u305a\u4ed8\u3051\u308b**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u308c\u306b\u5408\u308f\u305b\u307e\u3059\u3002\n\n**`row_id` \u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u4ed8\u3051\u305f\u884c\u306e\u756a\u53f7\u3092\u305d\u306e\u307e\u307e\u8fd4\u3055\u305b\u307e\u3059\u3002** \u6e21\u3057\u305f\u884c\u3068\u8fd4\u3063\u305f\u884c\u3092\u7a81\u304d\u5408\u308f\u305b\u3001**\u629c\u3051\u305f\u884c\u306f\u300c\u8981\u518d\u70b9\u691c\u300d\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u5fdc\u7b54\u304c `refusal` \u306e\u578b\u3067\u8fd4\u308b\u3053\u3068\u3084\u3001\u51fa\u529b\u306e\u4e0a\u9650\u3067\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u5834\u5408\u306f `status` \u304c `incomplete` \u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001**\u3069\u3061\u3089\u3082 JSON \u3068\u3057\u3066\u8aad\u3080\u524d\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u305f\u3068\u3048\u3070\u3001\u30e1\u30fc\u30eb\u306e\u914d\u4fe1\u306e\u884c\u3067\u6b21\u306e\u5024\u304c\u6765\u305f\u3068\u304d\u3001\u8fd4\u3063\u3066\u304f\u308b\u4e2d\u8eab\u306f\u3053\u3046\u306a\u308a\u307e\u3059\u3002**\n\n```\n\u3010\u5165\u7a3f\u306e\u884c\u3011\u5a92\u4f53\uff1a\u81ea\u793e\u30e1\u30eb\u30de\u30ac\uff0f\u914d\u4fe1\u306e\u7a2e\u985e\uff1a\u30e1\u30fc\u30eb\uff0f\u6848\u4ef6\uff1aBRX-2610-03\n  utm_source=Newsletter&utm_medium=cpc&utm_campaign=AW_Sale\n\u3010\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5224\u5b9a\u3011\n  utm_source\uff1a\u5927\u6587\u5b57\u3042\u308a\uff0futm_campaign\uff1a\u5f62\u304c\u5408\u308f\u306a\u3044\n  \u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\uff1a\u81ea\u793e\u30e1\u30eb\u30de\u30ac \u2192 newsletter\u30fbemail\uff08utm_medium \u304c\u5408\u308f\u306a\u3044\uff09\n\u3010AI \u306e\u6848\u3011\n  utm_source   Newsletter \u2192 newsletter\uff08\u5927\u6587\u5b57\u3092\u5c0f\u6587\u5b57\u306b\u3002\u4e00\u89a7\u306e\u5024\uff09\n  utm_medium   cpc \u2192 email\uff08\u914d\u4fe1\u306e\u7a2e\u985e\u304c\u30e1\u30fc\u30eb\u3067\u3001\u5bfe\u5fdc\u8868\u306e\u7d44\u306f email\uff09\n  utm_campaign AW_Sale \u2192 202610_brx_aw-sale\uff08\u5e74\u6708\u3068\u7565\u79f0\u306f\u6e21\u3055\u308c\u305f\u5024\uff09\n```\n\n**3\u3064\u76ee\u306e\u6848\u306e `202610` \u3068 `brx` \u306f\u3001AI \u304c\u8003\u3048\u305f\u5024\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u3068\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u304b\u3089\u51fa\u3057\u3066\u6e21\u3057\u305f\u5024\u3092\u3001\u305d\u306e\u307e\u307e\u4f7f\u308f\u305b\u3066\u3044\u307e\u3059\u3002\n\n| \u53f3\u306e\u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u5224\u5b9a | \u9069\u5408\uff0f\u8981\u4fee\u6b63\uff0f\u8981\u78ba\u8a8d |\n| \u8aa4\u308a\u306e\u5185\u5bb9 | \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5224\u5b9a\u3068 AI \u306e `mismatches` |\n| \u76f4\u3057\u305f\u5024\u306e\u6848 | `fixes` \u306e `param` \u3068 `suggested` |\n| \u76f4\u3057\u305fURL | \u6848\u3092\u518d\u5224\u5b9a\u3057\u3066\u901a\u3063\u305f\u3068\u304d\u3060\u3051\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u7d44\u307f\u7acb\u3066\u305f\u3082\u306e |\n| \u7406\u7531 | `reason` |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5165\u7a3f\u306e\u30b7\u30fc\u30c8 | Apps Script\uff08\u8aad\u307f\u53d6\u308a\u30fb\u53f3\u306e\u5217\u3078\u306e\u66f8\u304d\u8fbc\u307f\uff09 | \u70b9\u691c\u3059\u308b\u884c\u3068\u3001\u70b9\u691c\u306e\u7d50\u679c |\n| \u547d\u540d\u898f\u5247\u30fb\u5bfe\u5fdc\u8868\u30fb\u5e83\u544a\u4e3b\u306e\u4e00\u89a7 | Apps Script\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u5224\u5b9a\u306e\u898f\u5247 |\n| OpenAI API | UrlFetchApp | \u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u98df\u3044\u9055\u3044\u306e\u6307\u6458 |\n| \u70b9\u691c\u306e\u8a18\u9332 | Apps Script\uff08\u8ffd\u8a18\uff09 | \u70b9\u691c\u3057\u305f\u65e5\u6642\u3001\u884c\u306e\u6570\u3001\u5224\u5b9a\u3054\u3068\u306e\u6570 |\n\n**\u5165\u7a3f\u8868\u306e\u5143\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u904b\u7528\u62c5\u5f53\u304c\u70b9\u691c\u306e\u30b7\u30fc\u30c8\u306e\u7d50\u679c\u3092\u898b\u3066\u3001\u81ea\u5206\u306e\u5165\u7a3f\u8868\u3092\u76f4\u3057\u307e\u3059\u3002**\u5e83\u544a\u306e\u7ba1\u7406\u753b\u9762\u306b\u3082\u89e6\u308c\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u904b\u7528\u62c5\u5f53\u304c\u300c\u8981\u4fee\u6b63\u300d\u306e\u884c\u3092\u898b\u308b** \u2026 \u6848\u3092\u8aad\u307f\u3001\u63a1\u308b\u306a\u3089\u76f4\u3057\u305fURL\u3092\u5165\u7a3f\u8868\u306b\u5199\u3057\u307e\u3059\u3002**\u63a1\u3089\u306a\u3044\u306a\u3089\u3001\u305d\u306e\u7406\u7531\u3092\u4e00\u8a00\u66f8\u304d\u307e\u3059**\n2. **\u904b\u7528\u62c5\u5f53\u304c\u300c\u8981\u78ba\u8a8d\u300d\u306e\u884c\u3092\u70b9\u691c\u306e\u62c5\u5f53\u306b\u56de\u3059** \u2026 `needs_human` \u306e\u884c\u3068\u3001\u5a92\u4f53\u306e\u5217\u304c\u7a7a\u306e\u884c\u3067\u3059\n3. **\u70b9\u691c\u306e\u62c5\u5f53\u304c\u3001\u56de\u3063\u3066\u304d\u305f\u884c\u3068\u3001\u6848\u3092\u63a1\u3089\u306a\u304b\u3063\u305f\u884c\u3092\u898b\u308b** \u2026 \u898f\u5247\u306e\u5074\u306e\u4e0d\u8db3\u306a\u3089\u3001\u898f\u5247\u306e\u30b7\u30fc\u30c8\u304b\u5bfe\u5fdc\u8868\u3092\u76f4\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u898f\u5247\u306e\u5074\u3092\u76f4\u3059\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u4f5c\u696d\u3067\u3059\u3002** \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5a92\u4f53\u306e\u66f8\u304d\u65b9\u304c\u6765\u308b\u305f\u3073\u306b\u8db3\u3057\u3066\u3044\u304f\u3068\u3001**AI \u306b\u56de\u308b\u884c\u304c\u6e1b\u308a\u3001\u898f\u5247\u3067\u6c7a\u307e\u308b\u7bc4\u56f2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002**\n\n**\u70b9\u691c\u306e\u62c5\u5f53\u304c\u5168\u884c\u3092\u898b\u308b\u5f62\u306b\u306f\u623b\u3057\u307e\u305b\u3093\u3002** \u7b2c10\u7ae0\u306e6\u5206\u306b\u306f\u3001\u898f\u5247\u3067\u300c\u9069\u5408\u300d\u306b\u306a\u3063\u305f\u884c\u3092\u898b\u308b\u6642\u9593\u3092\u5165\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u63a1\u3089\u306a\u3044\u7406\u7531\u306f\u3001\u305f\u3044\u3066\u30443\u3064\u306b\u5206\u304b\u308c\u307e\u3059\u3002** \u300c\u5e83\u544a\u4e3b\u306e\u6307\u5b9a\u3067\u3053\u306e\u5024\u3092\u4f7f\u3046\u300d\u300c\u65b0\u3057\u3044\u5a92\u4f53\u3067\u3001\u5bfe\u5fdc\u8868\u304c\u307e\u3060\u7121\u3044\u300d\u300c\u65bd\u7b56\u306e\u540d\u524d\u3092\u5e83\u544a\u4e3b\u3068\u6c7a\u3081\u76f4\u3057\u305f\u300d\u3067\u3059\u3002**1\u3064\u76ee\u306f\u898f\u5247\u306e\u4f8b\u5916\u3068\u3057\u3066\u5e83\u544a\u4e3b\u306e\u4e00\u89a7\u306b\u66f8\u304d\u30012\u3064\u76ee\u306f\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u30013\u3064\u76ee\u306f\u5165\u7a3f\u8868\u306e\u5074\u3092\u76f4\u3057\u307e\u3059\u3002** \u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u4e00\u8a00\u66f8\u3044\u3066\u3082\u3089\u3046\u3060\u3051\u3067\u3001\u70b9\u691c\u306e\u62c5\u5f53\u306e\u5224\u65ad\u304c\u901f\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| URL\u304c\u7a7a\u3001\u307e\u305f\u306f http \u3067\u59cb\u307e\u3089\u306a\u3044 | \u300cURL\u306e\u5f62\u3067\u306a\u3044\u300d\u3068\u3057\u3066 AI \u306b\u6e21\u3055\u306a\u3044 |\n| `#` \u304c `?` \u3088\u308a\u524d\u306b\u3042\u308b | \u30d1\u30e9\u30e1\u30fc\u30bf\u304c # \u4ee5\u964d\u306b\u5165\u3063\u3066\u3044\u308b\u3002**\u300c\u4e26\u3073\u306e\u8aa4\u308a\u300d\u3068\u3057\u3066\u904b\u7528\u62c5\u5f53\u3078** |\n| \u540c\u3058\u30d1\u30e9\u30e1\u30fc\u30bf\u304c2\u56de\u3042\u308b | \u300c\u91cd\u8907\u300d\u3068\u3057\u3066\u3001\u3069\u3061\u3089\u3092\u6b8b\u3059\u304b\u3092\u904b\u7528\u62c5\u5f53\u3078 |\n| \u5a92\u4f53\u304c\u5bfe\u5fdc\u8868\u306b\u7121\u3044 | AI \u306b\u8aad\u307e\u305b\u3001\u6848\u304c\u51fa\u3066\u3082\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3057\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u5019\u88dc\u306b\u8a18\u9332 |\n| AI \u306e\u6848\u304c\u518d\u5224\u5b9a\u306b\u901a\u3089\u306a\u3044 | \u6848\u3092\u6368\u3066\u3066\u300c\u8981\u78ba\u8a8d\u300d |\n| \u5fdc\u7b54\u304c refusal\u30fbincomplete | \u305d\u306e\u5165\u7a3f\u8868\u3092\u300c\u8981\u518d\u70b9\u691c\u300d\u306b\u3057\u3001\u3082\u3046\u4e00\u5ea6\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u52d5\u304b\u3059 |\n| 6\u5206\u3092\u8d85\u3048\u305d\u3046 | \u6b8b\u308a\u306e\u884c\u3092\u300c\u672a\u70b9\u691c\u300d\u306e\u307e\u307e\u6b62\u3081\u308b |\n| \u30da\u30fc\u30b8\u5074\u306e\u5143\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u3042\u308b | UTM \u4ee5\u5916\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u5224\u5b9a\u305b\u305a\u3001\u305d\u306e\u307e\u307e\u6b8b\u3059 |\n\n**\u6700\u3082\u591a\u3044\u306e\u306f4\u884c\u76ee\u3067\u3059\u3002** \u904b\u7528\u304c\u65b0\u3057\u3044\u5a92\u4f53\u3092\u59cb\u3081\u308b\u305f\u3073\u306b\u51fa\u308b\u306e\u3067\u3001**\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u5019\u88dc\u306e\u4e00\u89a7\u3092\u70b9\u691c\u306e\u62c5\u5f53\u304c\u6bce\u9031\u898b\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u70b9\u691c\u3057\u305f\u65e5\u6642\u3001\u70b9\u691c\u3057\u305f\u4eba\u3001\u5165\u7a3f\u8868\u306e\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u3001\u884c\u306e\u6570\n- \u884c\u3054\u3068\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5224\u5b9a\u3068\u3001AI \u306b\u6e21\u3057\u305f\u5185\u5bb9\u3001\u8fd4\u3063\u3066\u304d\u305f JSON\n- **\u904b\u7528\u62c5\u5f53\u304c\u6848\u3092\u63a1\u3063\u305f\u304b\u3001\u63a1\u3089\u306a\u304b\u3063\u305f\u7406\u7531**\n- \u5bfe\u5fdc\u8868\u3068\u898f\u5247\u306e\u30b7\u30fc\u30c8\u306e\u5909\u66f4\u306e\u5c65\u6b74\n\n**3\u3064\u76ee\u306e\u300c\u63a1\u3089\u306a\u304b\u3063\u305f\u7406\u7531\u300d\u304c\u3001\u898f\u5247\u306e\u7a74\u3092\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u3002** \u540c\u3058\u7406\u7531\u304c\u7d9a\u304f\u306a\u3089\u3001\u898f\u5247\u304b\u5bfe\u5fdc\u8868\u306e\u307b\u3046\u3092\u76f4\u3057\u307e\u3059\u3002\n\n**\u898f\u5247\u306e\u30b7\u30fc\u30c8\u3092\u76f4\u3057\u305f\u3068\u304d\u306f\u3001\u76f4\u3057\u305f\u65e5\u3092\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u307e\u3059\u3002** \u540c\u3058URL\u3067\u3082\u3001\u898f\u5247\u3092\u76f4\u3059\u524d\u3068\u5f8c\u3067\u5224\u5b9a\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002**\u914d\u4fe1\u304c\u59cb\u307e\u3063\u3066\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u3067\u8868\u8a18\u3086\u308c\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001\u305d\u306eURL\u3092\u70b9\u691c\u3057\u305f\u65e5\u306e\u898f\u5247\u304c\u3069\u3046\u3060\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306e\u5165\u7a3f\u8868\u304b\u3089\u3001\u70b9\u691c\u3067\u8aa4\u308a\u304c\u898b\u3064\u304b\u3063\u305f\u3082\u306e\u30925\u4ef6\u9078\u3076\n2. \u547d\u540d\u898f\u5247\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u5a92\u4f53\u306e\u5bfe\u5fdc\u306e\u53d6\u308a\u6c7a\u3081\u3092\u3001\u30c6\u30ad\u30b9\u30c8\u306b\u307e\u3068\u3081\u308b\n3. \u793e\u5185\u3067\u4f7f\u3063\u3066\u3088\u3044AI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u3001\u898f\u5247\u3068\u5165\u7a3f\u8868\u306e\u884c\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u305d\u308c\u305e\u308c\u306eURL\u306eUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u898f\u5247\u3068\u7167\u3089\u3057\u3001\u5408\u308f\u306a\u3044\u5024\u306b\u3064\u3044\u3066\u76f4\u3057\u305f\u5024\u306e\u6848\u3068\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u6848\u306f\u898f\u5247\u306e\u4e00\u89a7\u306e\u5024\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u6848\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5a92\u4f53\u306e\u5217\u3068\u98df\u3044\u9055\u3046\u5024\u3082\u6307\u6458\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u6307\u6458\u3092\u3001\u5f53\u6642\u306e\u70b9\u691c\u3067\u898b\u3064\u304b\u3063\u305f\u8aa4\u308a\u3068\u898b\u6bd4\u3079\u308b\n\n**\u898b\u6bd4\u3079\u308b\u306e\u306f\u3001\u6848\u304c\u898f\u5247\u306e\u4e00\u89a7\u306e\u5024\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3067\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u5024\u304c\u6848\u3068\u3057\u3066\u51fa\u308b\u306a\u3089\u3001\u672c\u756a\u3067\u306f `enum` \u3068\u518d\u5224\u5b9a\u3067\u6b62\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u8aa4\u308a\u304c\u304a\u304a\u3080\u306d\u62fe\u3048\u3001\u6848\u304c\u4e00\u89a7\u306e\u5024 | **Apps Script \u306e\u7d44\u307f\u7acb\u3066\u306b\u9032\u3080** |\n| \u4e00\u89a7\u306b\u7121\u3044\u5024\u304c\u6848\u306b\u51fa\u308b | \u30b9\u30ad\u30fc\u30de\u306e `enum` \u3068\u518d\u5224\u5b9a\u3067\u6b62\u3081\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u898f\u5247\u306e\u6587\u7ae0\u304c\u66d6\u6627\u3067\u3001AI \u306e\u8aad\u307f\u65b9\u304c\u5272\u308c\u308b | **\u898f\u5247\u3092\u30b7\u30fc\u30c8\u306e\u5f62\u306b\u76f4\u3059\u306e\u304c\u5148** |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u305d\u308c\u304c\u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u6b63\u4f53\u3067\u3059\u3002** \u898f\u5247\u3092\u77e5\u3063\u3066\u3044\u308b\u4eba\u306e\u982d\u306e\u4e2d\u306b\u3042\u3063\u3066\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u53d6\u308a\u6c7a\u3081\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u308c\u3092\u66f8\u304d\u51fa\u3059\u3053\u3068\u304c\u3001AI \u306e\u6709\u7121\u306b\u304b\u304b\u308f\u3089\u305a\u6700\u521d\u306e\u4ed5\u4e8b\u3067\u3059\u3002**\n\n**\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3084\u5168\u89d2\u306e\u8aa4\u308a\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u306f\u8a66\u3055\u306a\u304f\u3066\u69cb\u3044\u307e\u305b\u3093\u3002** \u672c\u756a\u3067\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u898f\u5247\u3067\u5224\u5b9a\u3059\u308b\u306e\u3067\u3001\u6700\u5c0f\u69cb\u6210\u3067\u898b\u308b\u306e\u306f**\u76f4\u3057\u65b9\u3068\u98df\u3044\u9055\u3044\u306e\u6307\u6458\u304c AI \u306b\u4efb\u305b\u3089\u308c\u308b\u304b**\u3060\u3051\u3067\u3059\u3002","minimal_setup_short":"\u898f\u5247\u3068\u5165\u7a3f\u8868\u306e\u884c\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u76f4\u3057\u65b9\u3092\u66f8\u304b\u305b\u308b \uff0f \u76f4\u3057\u65b9\u306e\u6848\u3060\u3051","semi_auto_setup":"\u4e0a\u8a18\uff0b\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089 Apps Script \u304c\u898f\u5247\u3067\u5224\u5b9a\u3057\u3001OpenAI API \u3067\u6848\u3092\u4f5c\u308a\u3001\u518d\u5224\u5b9a\u3057\u3066\u53f3\u306e\u5217\u306b\u66f8\u304f \uff0f \u898f\u5247\u306e\u5224\u5b9a\u30fb\u6848\u30fb\u76f4\u3057\u305fURL","full_setup":"\u4e0a\u8a18\uff0bURL\u3092\u4f5c\u308b\u6bb5\u968e\u3067\u3001\u904b\u7528\u62c5\u5f53\u304c\u9078\u629e\u5f0f\u3067\u5024\u3092\u9078\u3076\u751f\u6210\u306e\u30b7\u30fc\u30c8\u3092\u7528\u610f\u3057\u3001\u70b9\u691c\u306e\u7d50\u679c\u304b\u3089\u5bfe\u5fdc\u8868\u3068\u898f\u5247\u306e\u8ffd\u52a0\u306e\u5019\u88dc\u3092\u6bce\u9031\u307e\u3068\u3081\u308b \uff0f \u8aa4\u308a\u306e\u767a\u751f\u305d\u306e\u3082\u306e\u3092\u6e1b\u3089\u3059","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 1\u4ef630\u5206\u306e\u3046\u3061\u3001URL\u3092\u8aad\u3093\u3067\u898f\u5247\u3068\u7167\u3089\u3059\u4f5c\u696d\u3068\u76f4\u3057\u65b9\u3092\u66f8\u304f\u4f5c\u696d\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001**\u70b9\u691c\u306e\u62c5\u5f53\u306b\u6b8b\u308b\u306e\u306f\u300c\u8981\u78ba\u8a8d\u300d\u306e\u884c\u3068\u3001\u898f\u5247\u3068\u5bfe\u5fdc\u8868\u306e\u624b\u5165\u308c\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u30922\u304b\u6708\u56de\u3059\u3068\u3001\u8aa4\u308a\u306e\u578b\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u904b\u7528\u62c5\u5f53\u3054\u3068\u3001\u5a92\u4f53\u3054\u3068\u306b\u3001\u3069\u306e\u8aa4\u308a\u304c\u591a\u3044\u304b\u304c\u70b9\u691c\u306e\u8a18\u9332\u306b\u6b8b\u308a\u307e\u3059\u3002**\u591a\u3044\u8aa4\u308a\u306f\u3001\u672c\u683c\u69cb\u6210\u306e\u751f\u6210\u306e\u30b7\u30fc\u30c8\u3067\u9078\u629e\u5f0f\u306b\u3057\u3066\u3001\u4f5c\u308b\u6bb5\u968e\u3067\u6b62\u3081\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u3082\u3001\u70b9\u691c\u306f\u6b8b\u3057\u307e\u3059\u3002** \u9078\u629e\u5f0f\u306b\u3057\u3066\u3082\u3001\u81ea\u7531\u306b\u66f8\u3051\u308b\u6b04\uff08\u65bd\u7b56\u306e\u540d\u524d\u306a\u3069\uff09\u306f\u6b8b\u308b\u305f\u3081\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4e00\u89a7\u306b\u7121\u3044\u5024\u304c\u6848\u306b\u51fa\u308b | **`enum` \u3067\u7e1b\u308a\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u3082\u518d\u5224\u5b9a\u3059\u308b** |\n| \u65bd\u7b56\u306e\u540d\u524d\u3092\u8a00\u3044\u63db\u3048\u305f\u6848\u304c\u51fa\u308b | \u8a9e\u3092\u8db3\u3055\u306a\u3044\u30fb\u8a00\u3044\u63db\u3048\u306a\u3044\u3068\u6307\u793a\u3059\u308b |\n| \u5e74\u6708\u3092\u8aa4\u3063\u305f\u6848\u304c\u51fa\u308b | \u914d\u4fe1\u306e\u958b\u59cb\u65e5\u304b\u3089\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5e74\u6708\u3092\u51fa\u3057\u3066\u6e21\u3059 |\n| \u5a92\u4f53\u306e\u5217\u304c\u7a7a\u306a\u306e\u306b\u5a92\u4f53\u3092\u6c7a\u3081\u3064\u3051\u308b | \u300c\u6c7a\u3081\u3064\u3051\u306a\u3044\u300d\u3068\u6307\u793a\u3057\u3001`needs_human` \u306b\u3059\u308b |\n| \u524d\u5f8c\u306e\u7a7a\u767d\u3092\u9ed9\u3063\u3066\u6d88\u3057\u3066\u3057\u307e\u3046 | \u7a7a\u767d\u306f\u300c\u7a7a\u767d\u3042\u308a\u300d\u3068\u3057\u3066\u5224\u5b9a\u306b\u6b8b\u3059 |\n| \u30d1\u30fc\u30bb\u30f3\u30c8\u30a8\u30f3\u30b3\u30fc\u30c9\u306e\u5024\u3092\u8aa4\u5224\u5b9a\u3059\u308b | \u623b\u3057\u3066\u304b\u3089\u5224\u5b9a\u3057\u3001\u7d44\u307f\u7acb\u3066\u3067\u518d\u3073\u30a8\u30f3\u30b3\u30fc\u30c9\u3059\u308b |\n| `#` \u304c `?` \u3088\u308a\u524d\u306b\u3042\u308b | \u4e26\u3073\u306e\u8aa4\u308a\u3068\u3057\u3066\u904b\u7528\u62c5\u5f53\u3078 |\n| \u30b9\u30ad\u30fc\u30de\u3067\u8aa4\u308a\u304c\u8fd4\u308b | \u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3057\u3001`additionalProperties: false` \u3092\u4ed8\u3051\u308b |\n| refusal\u30fbincomplete \u3092 JSON \u3068\u3057\u3066\u8aad\u3080 | \u8aad\u3080\u524d\u306b\u5fdc\u7b54\u306e\u578b\u3068 `status` \u3092\u78ba\u304b\u3081\u308b |\n| \u8cbc\u308a\u4ed8\u3051\u306e\u9014\u4e2d\u3067\u70b9\u691c\u304c\u52d5\u304f | \u30e1\u30cb\u30e5\u30fc\u304b\u3089\u52d5\u304b\u3059\u5f62\u306b\u3059\u308b |\n| \u5165\u7a3f\u8868\u3054\u3068\u306b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4ed8\u3051\u3088\u3046\u3068\u3059\u308b | \u30e1\u30cb\u30e5\u30fc\u306f\u30d0\u30a4\u30f3\u30c9\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3060\u3051\u3002**\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u30921\u3064\u306b\u3059\u308b** |\n| \u5bfe\u5fdc\u8868\u304c\u80b2\u305f\u306a\u3044 | \u300c\u8981\u78ba\u8a8d\u300d\u306e\u5a92\u4f53\u306e\u66f8\u304d\u65b9\u3092\u3001\u6bce\u9031\u5bfe\u5fdc\u8868\u306b\u8db3\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u6821\u6b63\u306e\u4ed5\u7d44\u307f\u304c\u65b0\u3057\u3044\u8868\u8a18\u3086\u308c\u3092\u6301\u3061\u8fbc\u3080\u5931\u6557\u3067\u3059\u3002**\u6821\u6b63\u306e\u6848\u304c\u898f\u5247\u306e\u5916\u306b\u51fa\u306a\u3044\u3053\u3068\u3092\u3001\u30b9\u30ad\u30fc\u30de\u3068\u518d\u5224\u5b9a\u306e\u4e8c\u91cd\u3067\u5b88\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5e83\u544a\u4e3b\u306e\u540d\u524d\u3068\u7565\u79f0\u3001**\u516c\u958b\u524d\u306e\u65bd\u7b56\u306e\u540d\u524d\u3068\u7279\u8a2d\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9**\u3001\u914d\u4fe1\u306e\u958b\u59cb\u65e5\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e ID \u3067\u3059\u3002\u500b\u4eba\u306e\u60c5\u5831\u306f\u539f\u5247\u3068\u3057\u3066\u542b\u307f\u307e\u305b\u3093\u3002\n\n1. **\u516c\u958b\u524d\u306e\u60c5\u5831\u306e\u6271\u3044\u3092\u5e83\u544a\u4e3b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u78ba\u304b\u3081\u308b** \u2026 \u65bd\u7b56\u306e\u540d\u524d\u3084\u7279\u8a2d\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306f\u3001**\u914d\u4fe1\u304c\u59cb\u307e\u308b\u307e\u3067\u5e83\u544a\u4e3b\u306b\u3068\u3063\u3066\u306e\u79d8\u5bc6**\u3067\u3059\u3002\u5916\u90e8\u306e AI \u306b\u6e21\u3057\u3066\u3088\u3044\u304b\u306f\u3001\u5e83\u544a\u4e3b\u3068\u306e\u5951\u7d04\u306e\u5b88\u79d8\u306e\u53d6\u308a\u6c7a\u3081\u306b\u3088\u308a\u307e\u3059\n2. **\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 AI \u306b\u6e21\u3059\u306e\u306f\u3001\u8aa4\u308a\u306e\u3042\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u3001\u305d\u306e\u884c\u306e\u5a92\u4f53\u30fb\u914d\u4fe1\u306e\u7a2e\u985e\u30fb\u6848\u4ef6\u306e\u30b3\u30fc\u30c9\u3060\u3051\u306b\u3067\u304d\u307e\u3059\u3002**\u30da\u30fc\u30b8\u306e\u30a2\u30c9\u30ec\u30b9\u306e\u30d1\u30b9\u306f\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3066\u6e21\u305b\u307e\u3059**\n3. **API \u306b\u9001\u3063\u305f\u5185\u5bb9\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 OpenAI \u306e API \u306b\u9001\u3063\u305f\u30c7\u30fc\u30bf\u306e\u6271\u3044\u306f\u3001**\u5229\u7528\u3059\u308b\u5951\u7d04\u3068 OpenAI \u306e\u898f\u7d04\u3067\u78ba\u304b\u3081\u3066\u304b\u3089**\u4f7f\u3044\u307e\u3059\n4. **URL\u306b\u500b\u4eba\u306e\u60c5\u5831\u3092\u5165\u308c\u306a\u3044** \u2026 \u30e1\u30fc\u30eb\u914d\u4fe1\u306eURL\u306b\u3001\u5b9b\u5148\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3084\u4f1a\u54e1\u306e\u756a\u53f7\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u4ed8\u3051\u308b\u904b\u7528\u304c\u3042\u308b\u5834\u5408\u306f\u3001**\u70b9\u691c\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059\u304b\u3001\u6e21\u3059\u524d\u306b\u843d\u3068\u3057\u307e\u3059**\n5. **\u6848\u3092\u81ea\u52d5\u3067\u5165\u7a3f\u8868\u306b\u66f8\u304d\u8fbc\u307e\u306a\u3044** \u2026 \u63a1\u308b\u304b\u3069\u3046\u304b\u306f\u904b\u7528\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u308a\u3092\u898b\u843d\u3068\u3057\u3066\u914d\u4fe1\u3059\u308b\u3053\u3068\u3068\u3001\u8aa4\u3063\u305f\u6848\u3092\u63a1\u3063\u3066\u914d\u4fe1\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u898f\u5247\u306e\u5224\u5b9a\u306e\u6f0f\u308c\u304b\u3089\u3001\u5f8c\u8005\u306f AI \u306e\u6848\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u898f\u5247\u3092\u30b7\u30fc\u30c8\u306b\u6301\u305f\u305b\u3066\u5224\u5b9a\u3092\u6a5f\u68b0\u306b\u3057\u3001AI \u306e\u6848\u3092\u540c\u3058\u898f\u5247\u3067\u518d\u5224\u5b9a\u3059\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u5e83\u544a\u4e3b\u30fb\u5a92\u4f53\u306e\u904b\u7528\u3092\u53d7\u3051\u6301\u3061\u3001\u5165\u7a3f\u306e\u305f\u3073\u306b\u6570\u5341\u672c\u306eURL\u306bUTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u3044\u308b\u5e83\u544a\u4ee3\u7406\u5e97\u3084\u3001\u81ea\u793e\u3067\u30a6\u30a7\u30d6\u5e83\u544a\u3068\u30e1\u30fc\u30eb\u914d\u4fe1\u3092\u904b\u7528\u3059\u308bEC\u30fb\u5c0f\u58f2\u30fbSaaS\u306e\u4f01\u696d\u3002\u547d\u540d\u898f\u5247\u306f\u3042\u308b\u304c\u3001\u78ba\u8a8d\u304c\u904b\u7528\u62c5\u5f53\u306e\u76ee\u8996\u3067\u3001Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u6d41\u5165\u5143\u304c\u5272\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002Google Workspace \u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5165\u7a3f\u3059\u308bURL\u304c\u6708\u306b\u6570\u672c\u3067\u3001\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002URL\u306e\u751f\u6210\u30c4\u30fc\u30eb\u3067\u5024\u3092\u9078\u629e\u5f0f\u306b\u3057\u3066\u304a\u308a\u3001\u81ea\u7531\u5165\u529b\u306e\u4f59\u5730\u304c\u7121\u3044\u5834\u5408\u3002\u5e83\u544a\u306e\u914d\u4fe1\u306e\u8a2d\u5b9a\u3067\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u4ed8\u3051\u3066\u304a\u308a\u3001\u624b\u3067URL\u3092\u4f5c\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u547d\u540d\u898f\u5247\u305d\u306e\u3082\u306e\u306e\u8a2d\u8a08\u3068\u3001\u8a08\u6e2c\u306e\u8a2d\u8a08\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u547d\u540d\u898f\u5247\u3092\u30b7\u30fc\u30c8\u306b\u76f4\u3059**\n\n\u5171\u6709\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u898f\u5247\u3092\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u3054\u3068\u306e\u884c\u3001\u5024\u306e\u4e00\u89a7\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d\u306e\u6b63\u898f\u8868\u73fe\u306b\u76f4\u3057\u307e\u3059\u3002**\u898f\u5247\u3092\u6700\u3082\u3088\u304f\u77e5\u3063\u3066\u3044\u308b\u62c5\u5f53\u304c\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u53d6\u308a\u6c7a\u3081\u3092\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a\u5a92\u4f53\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u30015\u4ef6\u3067\u8a66\u3059**\n\n\u904e\u53bb3\u304b\u6708\u306e\u5165\u7a3f\u8868\u304b\u3089\u5a92\u4f53\u306e\u5217\u306e\u66f8\u304d\u65b9\u3092\u96c6\u3081\u3001\u4f7f\u3046\u3079\u304d `utm_source` \u3068 `utm_medium` \u3092\u4e26\u3079\u307e\u3059\u3002\u8aa4\u308a\u306e\u3042\u3063\u305f\u5165\u7a3f\u88685\u4ef6\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u8a66\u3057\u307e\u3059\u3002**\u4e00\u89a7\u306b\u7121\u3044\u5024\u304c\u6848\u306b\u51fa\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u898f\u5247\u306e\u5224\u5b9a\u3092\u3064\u306a\u3050**\n\n\u70b9\u691c\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u30e1\u30cb\u30e5\u30fc\u3068\u898f\u5247\u306e\u5224\u5b9a\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f AI \u3092\u547c\u3070\u305a\u3001\u898f\u5247\u306e\u5224\u5b9a\u3060\u3051\u3067\u53f3\u306e\u5217\u3092\u57cb\u3081\u307e\u3059\u3002** \u70b9\u691c\u306e\u62c5\u5f53\u304c\u3044\u3064\u3082\u306e\u76ee\u8996\u3068\u4e26\u3079\u3066\u898b\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1aAI \u306e\u6848\u3068\u518d\u5224\u5b9a\u3092\u8db3\u3059**\n\nOpenAI API \u306e\u547c\u3073\u51fa\u3057\u3001\u6848\u306e\u518d\u5224\u5b9a\u3001\u76f4\u3057\u305fURL\u306e\u7d44\u307f\u7acb\u3066\u3092\u8db3\u3057\u307e\u3059\u3002**\u521d\u56de\u306f1\u540d\u306e\u904b\u7528\u62c5\u5f53\u306e\u5165\u7a3f\u8868\u3060\u3051\u3067\u52d5\u304b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u904b\u7528\u62c5\u5f53\u5168\u54e1\u306b\u5e83\u3052\u3001\u6848\u3092\u63a1\u3089\u306a\u304b\u3063\u305f\u7406\u7531\u3092\u6bce\u9031\u8aad\u307f\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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| [Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 \u30d8\u30eb\u30d7: URL \u30d3\u30eb\u30c0\u30fc](https:\/\/support.google.com\/analytics\/answer\/10917952?hl=ja) | 2026-10-08 |\n| Docs\u30fbSheets\u30fbSlides\u30fbForms \u306b\u72ec\u81ea\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u8db3\u305b\u308b\u3053\u3068\u3002`onOpen` \u306e\u95a2\u6570\u306e\u4e2d\u306b\u30e1\u30cb\u30e5\u30fc\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3053\u3068\u3002\u30e1\u30cb\u30e5\u30fc\u3092\u4f5c\u308c\u308b\u306e\u306f\u30d0\u30a4\u30f3\u30c9\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3060\u3051\u3067\u3042\u308b\u3053\u3068 | [Google Apps Script: Custom Menus](https:\/\/developers.google.com\/apps-script\/guides\/menus) | 2026-10-08 |\n| 1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002URL Fetch \u306e\u547c\u3073\u51fa\u3057\u304c\u4e00\u822c\u30671\u65e52\u4e07\u56de\u3001Google Workspace \u30671\u65e510\u4e07\u56de\u3067\u3042\u308b\u3053\u3068 | [Google Apps Script: Quotas for Google Services](https:\/\/developers.google.com\/apps-script\/guides\/services\/quotas) | 2026-10-08 |\n| Responses API \u306e `text.format` \u306b `type: \"json_schema\"`\u30fb`strict: true`\u30fb\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u5fc5\u305a\u4ed8\u3051\u308b\u3053\u3068\u3002\u6587\u5b57\u5217\u306e `pattern` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u5fdc\u7b54\u304c `refusal` \u306e\u578b\u3067\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u51fa\u529b\u306e\u4e0a\u9650\u3067\u6b62\u307e\u308b\u3068 `status` \u304c `incomplete` \u306b\u306a\u308b\u3053\u3068 | [OpenAI API: Structured model outputs](https:\/\/developers.openai.com\/api\/docs\/guides\/structured-outputs) | 2026-10-08 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